fitpage.py @ 386ffe1

ESS_GUIESS_GUI_DocsESS_GUI_batch_fittingESS_GUI_bumps_abstractionESS_GUI_iss1116ESS_GUI_iss879ESS_GUI_iss959ESS_GUI_openclESS_GUI_orderingESS_GUI_sync_sascalccostrafo411magnetic_scattrelease-4.1.1release-4.1.2release-4.2.2release_4.0.1ticket-1009ticket-1094-headlessticket-1242-2d-resolutionticket-1243ticket-1249ticket885unittest-saveload

Last change on this file since 386ffe1 was 386ffe1, checked in by pkienzle, 9 years ago
remove scipy levenburg marquardt and park from ui
Property mode set to `100644`
File size: 134.5 KB

Rev	Line
[14cd6b92]	1	"""
	2	FitPanel class contains fields allowing to display results when
	3	fitting a model and one data
	4	"""
[c77d859]	5	import sys
	6	import wx
	7	import wx.lib.newevent
	8	import numpy
	9	import copy
	10	import math
[7975f2b]	11	import time
[79492222]	12	from sas.guiframe.events import StatusEvent
	13	from sas.guiframe.events import NewPlotEvent
	14	from sas.guiframe.events import PlotQrangeEvent
	15	from sas.guiframe.dataFitting import check_data_validity
	16	from sas.guiframe.utils import format_number
	17	from sas.guiframe.utils import check_float
[7609f1a]	18
[f32d144]	19	(Chi2UpdateEvent, EVT_CHI2_UPDATE) = wx.lib.newevent.NewEvent()
[eda428b]	20	_BOX_WIDTH = 76
[a5701e6]	21	_DATA_BOX_WIDTH = 300
[ba1f0b2]	22	SMEAR_SIZE_L = 0.00
	23	SMEAR_SIZE_H = 0.00
[7609f1a]	24
[79492222]	25	from sas.perspectives.fitting.basepage import BasicPage as BasicPage
	26	from sas.perspectives.fitting.basepage import PageInfoEvent as PageInfoEvent
	27	from sas.models.qsmearing import smear_selection
[c77d859]	28
[f32d144]	29
[c77d859]	30	class FitPage(BasicPage):
	31	"""
[5062bbf]	32	FitPanel class contains fields allowing to display results when
	33	fitting a model and one data
	34
	35	:note: For Fit to be performed the user should check at least one parameter
[c77d859]	36	on fit Panel window.
	37	"""
[f32d144]	38
[b9f6d83]	39	def __init__(self, parent, color=None):
[f32d144]	40	"""
[5062bbf]	41	Initialization of the Panel
[c77d859]	42	"""
[6bbeacd4]	43	BasicPage.__init__(self, parent, color=color)
[ea5fa58]	44
[b787e68c]	45	## draw sizer
[cc31608]	46	self._fill_data_sizer()
[2296316]	47	self.is_2D = None
[f22e626]	48	self.fit_started = False
[55bb249c]	49	self.weightbt_string = None
[93f0a862]	50	self.m_name = None
[7609f1a]	51	# get smear info from data
	52	self._get_smear_info()
[f32d144]	53	self._fill_model_sizer(self.sizer1)
[7609f1a]	54	self._get_defult_custom_smear()
[f32d144]	55	self._fill_range_sizer()
[6bbeacd4]	56	self._set_smear(self.data)
[f72333f]	57	self.Bind(EVT_CHI2_UPDATE, self.on_complete_chisqr)
[2296316]	58	# bind key event
	59	self.Bind(wx.EVT_RIGHT_DOWN, self.on_right_down)
[982e953]	60	self._set_bookmark_flag(False)
	61	self._set_save_flag(False)
[aad74b3]	62	self._set_preview_flag(False)
[07c8630]	63	self._set_copy_flag(False)
	64	self._set_paste_flag(False)
[716da5e]	65	self.btFit.SetFocus()
[6ff97c5]	66	self.enable_fit_button()
[cc31608]	67	self.fill_data_combobox(data_list=self.data_list)
[6e4c9fe]	68	#create a default data for an empty panel
	69	self.create_default_data()
[ae84427]	70	#self._manager.frame.Bind(wx.EVT_SET_FOCUS, self.on_set_focus)
[ea5fa58]	71
[6ff97c5]	72	def enable_fit_button(self):
	73	"""
	74	Enable fit button if data is valid and model is valid
	75	"""
	76	flag = check_data_validity(self.data) & (self.model is not None)
	77	self.btFit.Enable(flag)
	78
[cc31608]	79	def _fill_data_sizer(self):
	80	"""
	81	fill sizer 0 with data info
	82	"""
[dafc36f]	83	self.data_box_description = wx.StaticBox(self, -1, 'I(q) Data Source')
	84	if check_data_validity(self.data):
	85	dname_color = wx.BLUE
	86	else:
	87	dname_color = wx.RED
	88	self.data_box_description.SetForegroundColour(dname_color)
	89	boxsizer1 = wx.StaticBoxSizer(self.data_box_description, wx.VERTICAL)
[cc31608]	90	#----------------------------------------------------------
	91	sizer_data = wx.BoxSizer(wx.HORIZONTAL)
	92	self.dataSource = wx.ComboBox(self, -1, style=wx.CB_READONLY)
	93	wx.EVT_COMBOBOX(self.dataSource, -1, self.on_select_data)
	94	self.dataSource.SetMinSize((_DATA_BOX_WIDTH, -1))
	95	sizer_data.Add(wx.StaticText(self, -1, 'Name : '))
	96	sizer_data.Add(self.dataSource)
[f32d144]	97	sizer_data.Add((0, 5))
[14cd6b92]	98	boxsizer1.Add(sizer_data, 0, wx.ALL, 10)
	99	self.sizer0.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
[cc31608]	100	self.sizer0.Layout()
	101
	102	def enable_datasource(self):
	103	"""
	104	Enable or disable data source control depending on existing data
	105	"""
	106	if not self.data_list:
	107	self.dataSource.Disable()
	108	else:
	109	self.dataSource.Enable()
	110
	111	def fill_data_combobox(self, data_list):
	112	"""
	113	Get a list of data and fill the corresponding combobox
	114	"""
	115	self.dataSource.Clear()
	116	self.data_list = data_list
	117	self.enable_datasource()
[a6d3553]	118	if len(data_list) > 0:
[6ff97c5]	119	#find the maximum range covering all data
[a6d3553]	120	qmin, qmax, npts = self.compute_data_set_range(data_list)
	121	self.qmin_data_set = qmin
	122	self.qmax_data_set = qmax
	123	self.npts_data_set = npts
	124
	125	self.qmin.SetValue(str(self.qmin_data_set))
	126	self.qmax.SetValue(str(self.qmax_data_set))
	127	self.qmin.SetBackgroundColour("white")
	128	self.qmax.SetBackgroundColour("white")
	129	self.qmin_x = self.qmin_data_set
[f32d144]	130	self.qmax_x = self.qmax_data_set
[a6d3553]	131	self.state.qmin = self.qmin_x
	132	self.state.qmax = self.qmax_x
[f32d144]	133	is_data = False
[cc31608]	134	for data in self.data_list:
	135	if data is not None:
	136	self.dataSource.Append(str(data.name), clientData=data)
[dafc36f]	137	if not is_data:
	138	is_data = check_data_validity(data)
[b9f6d83]	139	if is_data:
	140	self.dataSource.SetSelection(0)
	141	self.on_select_data(event=None)
[d44648e]	142
	143	if len(data_list) == 1:
	144	self.dataSource.Disable()
[cc31608]	145
	146	def on_select_data(self, event=None):
	147	"""
[075d073]	148	On_select_data
[cc31608]	149	"""
	150	if event is None and self.dataSource.GetCount() > 0:
	151	data = self.dataSource.GetClientData(0)
	152	self.set_data(data)
	153	elif self.dataSource.GetCount() > 0:
	154	pos = self.dataSource.GetSelection()
	155	data = self.dataSource.GetClientData(pos)
	156	self.set_data(data)
	157
[66ff250]	158	def _on_fit_complete(self):
[34a0c17]	159	"""
[5062bbf]	160	When fit is complete ,reset the fit button label.
[34a0c17]	161	"""
[48f4467]	162	self.fit_started = False
[2d0756a5]	163	self.set_fitbutton()
[34a0c17]	164
[f72333f]	165	def _is_2D(self):
	166	"""
[5062bbf]	167	Check if data_name is Data2D
	168
	169	:return: True or False
	170
[f72333f]	171	"""
[ba1f0b2]	172	if self.data.__class__.__name__ == "Data2D" or \
	173	self.enable2D:
[f72333f]	174	return True
	175	return False
	176
[66ff250]	177	def _on_engine_change(self, name):
[77e23a2]	178	"""
[66ff250]	179	get the current name of the fit engine type
	180	and update the panel accordingly
[77e23a2]	181	"""
[66ff250]	182
	183	self.engine_type = str(name)
[0b12abb5]	184	self.state.engine_type = self.engine_type
[9e87b76]	185	if not self.is_mac:
	186	if len(self.parameters) == 0:
	187	self.Layout()
	188	return
[edd166b]	189	self.Layout()
[9e87b76]	190	self.Refresh()
[66ff250]	191
[c77d859]	192	def _fill_range_sizer(self):
	193	"""
[5062bbf]	194	Fill the sizer containing the plotting range
	195	add access to npts
[c77d859]	196	"""
[51a71a3]	197	is_2Ddata = False
	198
	199	# Check if data is 2D
[f32d144]	200	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	201	self.enable2D:
[51a71a3]	202	is_2Ddata = True
	203
[ff8f99b]	204	title = "Fitting"
[7609f1a]	205	#smear messages & titles
[f32d144]	206	smear_message_none = "No smearing is selected..."
	207	smear_message_dqdata = "The dQ data is being used for smearing..."
	208	smear_message_2d = \
[55bb249c]	209	"Higher accuracy is very time-expensive. Use it with care..."
[f32d144]	210	smear_message_new_ssmear = \
[55bb249c]	211	"Please enter only the value of interest to customize smearing..."
[f32d144]	212	smear_message_new_psmear = \
[55bb249c]	213	"Please enter both; the dQ will be generated by interpolation..."
[2296316]	214	smear_message_2d_x_title = "<dQp>[1/A]:"
[f32d144]	215	smear_message_2d_y_title = "<dQs>[1/A]:"
[f72333f]	216	smear_message_pinhole_min_title = "dQ_low[1/A]:"
	217	smear_message_pinhole_max_title = "dQ_high[1/A]:"
[7609f1a]	218	smear_message_slit_height_title = "Slit height[1/A]:"
	219	smear_message_slit_width_title = "Slit width[1/A]:"
	220
	221	self._get_smear_info()
[c77d859]	222
[51a71a3]	223	#Sizers
[14cd6b92]	224	box_description_range = wx.StaticBox(self, -1, str(title))
[dafc36f]	225	box_description_range.SetForegroundColour(wx.BLUE)
[f32d144]	226	boxsizer_range = wx.StaticBoxSizer(box_description_range, wx.VERTICAL)
[7609f1a]	227	self.sizer_set_smearer = wx.BoxSizer(wx.VERTICAL)
[c77d859]	228	sizer_smearer = wx.BoxSizer(wx.HORIZONTAL)
[f32d144]	229	self.sizer_new_smear = wx.BoxSizer(wx.HORIZONTAL)
[7609f1a]	230	self.sizer_set_masking = wx.BoxSizer(wx.HORIZONTAL)
	231	sizer_chi2 = wx.BoxSizer(wx.VERTICAL)
[f32d144]	232	smear_set_box = wx.StaticBox(self, -1, 'Set Instrumental Smearing')
[7609f1a]	233	sizer_smearer_box = wx.StaticBoxSizer(smear_set_box, wx.HORIZONTAL)
[55bb249c]	234	sizer_smearer_box.SetMinSize((_DATA_BOX_WIDTH, 60))
	235
[075d073]	236	weighting_set_box = wx.StaticBox(self, -1, \
[55bb249c]	237	'Set Weighting by Selecting dI Source')
	238	weighting_box = wx.StaticBoxSizer(weighting_set_box, wx.HORIZONTAL)
	239	sizer_weighting = wx.BoxSizer(wx.HORIZONTAL)
	240	weighting_box.SetMinSize((_DATA_BOX_WIDTH, 40))
	241	#Filling the sizer containing weighting info.
[f32d144]	242	self.dI_noweight = wx.RadioButton(self, -1, 'No Weighting',
[55bb249c]	243	style=wx.RB_GROUP)
	244	self.dI_didata = wx.RadioButton(self, -1, 'Use dI Data')
	245	self.dI_sqrdata = wx.RadioButton(self, -1, 'Use \|sqrt(I Data)\|')
	246	self.dI_idata = wx.RadioButton(self, -1, 'Use \|I Data\|')
[f32d144]	247	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
[55bb249c]	248	id=self.dI_noweight.GetId())
[f32d144]	249	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
[55bb249c]	250	id=self.dI_didata.GetId())
[f32d144]	251	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
[55bb249c]	252	id=self.dI_sqrdata.GetId())
[f32d144]	253	self.Bind(wx.EVT_RADIOBUTTON, self.onWeighting,
[55bb249c]	254	id=self.dI_idata.GetId())
	255	self.dI_didata.SetValue(True)
	256	# add 4 types of weighting to the sizer
[f32d144]	257	sizer_weighting.Add(self.dI_noweight, 0, wx.LEFT, 10)
[14cd6b92]	258	sizer_weighting.Add((14, 10))
[f32d144]	259	sizer_weighting.Add(self.dI_didata)
[14cd6b92]	260	sizer_weighting.Add((14, 10))
[f32d144]	261	sizer_weighting.Add(self.dI_sqrdata)
[14cd6b92]	262	sizer_weighting.Add((14, 10))
[f32d144]	263	sizer_weighting.Add(self.dI_idata)
	264	sizer_weighting.Add((10, 10))
[55bb249c]	265	self.dI_noweight.Enable(False)
	266	self.dI_didata.Enable(False)
	267	self.dI_sqrdata.Enable(False)
	268	self.dI_idata.Enable(False)
	269	weighting_box.Add(sizer_weighting)
	270
[0cf97c5]	271	sizer_fit = wx.GridSizer(2, 4, 2, 6)
[2012eae]	272
[f72333f]	273	# combobox for smear2d accuracy selection
[14cd6b92]	274	self.smear_accuracy = wx.ComboBox(self, -1, size=(50, -1),
[55bb249c]	275	style=wx.CB_READONLY)
[f72333f]	276	self._set_accuracy_list()
	277	self.smear_accuracy.SetValue(self.smear2d_accuracy)
	278	self.smear_accuracy.SetSelection(0)
[55bb249c]	279	self.smear_accuracy.SetToolTipString(\
	280	"'Higher' uses more Gaussian points for smearing computation.")
[f72333f]	281
[f32d144]	282	wx.EVT_COMBOBOX(self.smear_accuracy, -1, self._on_select_accuracy)
[f72333f]	283
[2012eae]	284	#Fit button
[f32d144]	285	self.btFit = wx.Button(self, wx.NewId(), 'Fit', size=(88, 25))
	286	self.default_bt_colour = self.btFit.GetDefaultAttributes()
	287	self.btFit.Bind(wx.EVT_BUTTON, self._onFit, id=self.btFit.GetId())
[2012eae]	288	self.btFit.SetToolTipString("Start fitting.")
[7609f1a]	289
[f72333f]	290	#textcntrl for custom resolution
[55bb249c]	291	self.smear_pinhole_max = self.ModelTextCtrl(self, -1,
[f32d144]	292	size=(_BOX_WIDTH - 25, 20),
	293	style=wx.TE_PROCESS_ENTER,
	294	text_enter_callback=self.onPinholeSmear)
[55bb249c]	295	self.smear_pinhole_min = self.ModelTextCtrl(self, -1,
[f32d144]	296	size=(_BOX_WIDTH - 25, 20),
	297	style=wx.TE_PROCESS_ENTER,
	298	text_enter_callback=self.onPinholeSmear)
	299	self.smear_slit_height = self.ModelTextCtrl(self, -1,
	300	size=(_BOX_WIDTH - 25, 20),
	301	style=wx.TE_PROCESS_ENTER,
	302	text_enter_callback=self.onSlitSmear)
[55bb249c]	303	self.smear_slit_width = self.ModelTextCtrl(self, -1,
[f32d144]	304	size=(_BOX_WIDTH - 25, 20),
	305	style=wx.TE_PROCESS_ENTER,
	306	text_enter_callback=self.onSlitSmear)
[f72333f]	307
	308	## smear
[f32d144]	309	self.smear_data_left = BGTextCtrl(self, -1,
	310	size=(_BOX_WIDTH - 25, 20), style=0)
[7609f1a]	311	self.smear_data_left.SetValue(str(self.dq_l))
[f32d144]	312	self.smear_data_right = BGTextCtrl(self, -1,
	313	size=(_BOX_WIDTH - 25, 20), style=0)
[7609f1a]	314	self.smear_data_right.SetValue(str(self.dq_r))
	315
[f72333f]	316	#set default values for smear
[7609f1a]	317	self.smear_pinhole_max.SetValue(str(self.dx_max))
	318	self.smear_pinhole_min.SetValue(str(self.dx_min))
	319	self.smear_slit_height.SetValue(str(self.dxl))
	320	self.smear_slit_width.SetValue(str(self.dxw))
	321
[c77d859]	322	#Filling the sizer containing instruments smearing info.
[f32d144]	323	self.disable_smearer = wx.RadioButton(self, -1,
[55bb249c]	324	'None', style=wx.RB_GROUP)
[f32d144]	325	self.enable_smearer = wx.RadioButton(self, -1,
[55bb249c]	326	'Use dQ Data')
	327	#self.enable_smearer.SetToolTipString(
	328	#"Click to use the loaded dQ data for smearing.")
[f32d144]	329	self.pinhole_smearer = wx.RadioButton(self, -1,
[55bb249c]	330	'Custom Pinhole Smear')
	331	#self.pinhole_smearer.SetToolTipString
	332	#("Click to input custom resolution for pinhole smearing.")
[7609f1a]	333	self.slit_smearer = wx.RadioButton(self, -1, 'Custom Slit Smear')
[55bb249c]	334	#self.slit_smearer.SetToolTipString
	335	#("Click to input custom resolution for slit smearing.")
[f32d144]	336	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
[55bb249c]	337	id=self.disable_smearer.GetId())
[f32d144]	338	self.Bind(wx.EVT_RADIOBUTTON, self.onSmear,
[55bb249c]	339	id=self.enable_smearer.GetId())
[f32d144]	340	self.Bind(wx.EVT_RADIOBUTTON, self.onPinholeSmear,
[55bb249c]	341	id=self.pinhole_smearer.GetId())
[f32d144]	342	self.Bind(wx.EVT_RADIOBUTTON, self.onSlitSmear,
[55bb249c]	343	id=self.slit_smearer.GetId())
[ff8f99b]	344	self.disable_smearer.SetValue(True)
[c77d859]	345
[7609f1a]	346	# add 4 types of smearing to the sizer
[f32d144]	347	sizer_smearer.Add(self.disable_smearer, 0, wx.LEFT, 10)
	348	sizer_smearer.Add((10, 10))
	349	sizer_smearer.Add(self.enable_smearer)
[14cd6b92]	350	sizer_smearer.Add((10, 10))
[f32d144]	351	sizer_smearer.Add(self.pinhole_smearer)
[14cd6b92]	352	sizer_smearer.Add((10, 10))
[f32d144]	353	sizer_smearer.Add(self.slit_smearer)
[14cd6b92]	354	sizer_smearer.Add((10, 10))
[7609f1a]	355
[cb270ad2]	356	# StaticText for chi2, N(for fitting), Npts + Log/linear spacing
[f32d144]	357	self.tcChi = BGTextCtrl(self, -1, "-", size=(75, 20), style=0)
[e9875db]	358	self.tcChi.SetToolTipString("Chi2/Npts(Fit)")
[f32d144]	359	self.Npts_fit = BGTextCtrl(self, -1, "-", size=(75, 20), style=0)
[0cf97c5]	360	self.Npts_fit.SetToolTipString(\
	361	" Npts : number of points selected for fitting")
[f32d144]	362	self.Npts_total = self.ModelTextCtrl(self, -1,
	363	size=(_BOX_WIDTH, 20),
	364	style=wx.TE_PROCESS_ENTER,
[0cf97c5]	365	text_enter_callback=self._onQrangeEnter)
	366	self.Npts_total.SetValue(format_number(self.npts_x))
	367	self.Npts_total.SetToolTipString(\
	368	" Total Npts : total number of data points")
[cb270ad2]	369
[2296316]	370	# Update and Draw button
[f32d144]	371	self.draw_button = wx.Button(self, wx.NewId(),
	372	'Compute', size=(88, 24))
[0cf97c5]	373	self.draw_button.Bind(wx.EVT_BUTTON, \
[f32d144]	374	self._onDraw, id=self.draw_button.GetId())
[2296316]	375	self.draw_button.SetToolTipString("Compute and Draw.")
	376
[cb270ad2]	377	self.points_sizer = wx.BoxSizer(wx.HORIZONTAL)
	378	self.pointsbox = wx.CheckBox(self, -1, 'Log?', (10, 10))
	379	self.pointsbox.SetValue(False)
	380	self.pointsbox.SetToolTipString("Check mark to use log spaced points")
	381	wx.EVT_CHECKBOX(self, self.pointsbox.GetId(), self.select_log)
	382
	383	self.points_sizer.Add(wx.StaticText(self, -1, 'Npts '))
	384	self.points_sizer.Add(self.pointsbox)
	385
[f32d144]	386	box_description_1 = wx.StaticText(self, -1, ' Chi2/Npts')
	387	box_description_2 = wx.StaticText(self, -1, 'Npts(Fit)')
[cb270ad2]	388	#box_description_3 = wx.StaticText(self, -1, 'Total Npts')
	389	#box_description_3.SetToolTipString( \
	390	# " Total Npts : total number of data points")
[2012eae]	391
[14cd6b92]	392	sizer_fit.Add(box_description_1, 0, 0)
	393	sizer_fit.Add(box_description_2, 0, 0)
[cb270ad2]	394	sizer_fit.Add(self.points_sizer, 0, 0)
	395	#sizer_fit.Add(box_description_3, 0, 0)
[14cd6b92]	396	sizer_fit.Add(self.draw_button, 0, 0)
	397	sizer_fit.Add(self.tcChi, 0, 0)
	398	sizer_fit.Add(self.Npts_fit, 0, 0)
	399	sizer_fit.Add(self.Npts_total, 0, 0)
[f32d144]	400	sizer_fit.Add(self.btFit, 0, 0)
[51a71a3]	401
	402	# StaticText for smear
[f32d144]	403	self.smear_description_none = wx.StaticText(self, -1,
	404	smear_message_none, style=wx.ALIGN_LEFT)
	405	self.smear_description_dqdata = wx.StaticText(self,
	406	-1, smear_message_dqdata, style=wx.ALIGN_LEFT)
	407	self.smear_description_type = wx.StaticText(self,
	408	-1, "Type:", style=wx.ALIGN_LEFT)
	409	self.smear_description_accuracy_type = wx.StaticText(self, -1,
	410	"Accuracy:", style=wx.ALIGN_LEFT)
	411	self.smear_description_smear_type = BGTextCtrl(self, -1,
	412	size=(57, 20), style=0)
[7609f1a]	413	self.smear_description_smear_type.SetValue(str(self.dq_l))
	414	self.SetBackgroundColour(self.GetParent().GetBackgroundColour())
[f32d144]	415	self.smear_description_2d = wx.StaticText(self, -1,
	416	smear_message_2d, style=wx.ALIGN_LEFT)
[4225aed]	417	self.smear_message_new_s = wx.StaticText(self, -1,
	418	smear_message_new_ssmear, style=wx.ALIGN_LEFT)
	419	self.smear_message_new_p = wx.StaticText(self, -1,
[f32d144]	420	smear_message_new_psmear, style=wx.ALIGN_LEFT)
	421	self.smear_description_2d_x = wx.StaticText(self, -1,
	422	smear_message_2d_x_title, style=wx.ALIGN_LEFT)
[55bb249c]	423	self.smear_description_2d_x.SetToolTipString(\
	424	" dQp(parallel) in q_r direction.")
[f32d144]	425	self.smear_description_2d_y = wx.StaticText(self, -1,
	426	smear_message_2d_y_title, style=wx.ALIGN_LEFT)
[55bb249c]	427	self.smear_description_2d_y.SetToolTipString(\
	428	" dQs(perpendicular) in q_phi direction.")
[f32d144]	429	self.smear_description_pin_min = wx.StaticText(self, -1,
	430	smear_message_pinhole_min_title, style=wx.ALIGN_LEFT)
	431	self.smear_description_pin_max = wx.StaticText(self, -1,
	432	smear_message_pinhole_max_title, style=wx.ALIGN_LEFT)
	433	self.smear_description_slit_height = wx.StaticText(self, -1,
	434	smear_message_slit_height_title, style=wx.ALIGN_LEFT)
	435	self.smear_description_slit_width = wx.StaticText(self, -1,
	436	smear_message_slit_width_title, style=wx.ALIGN_LEFT)
	437
	438	#arrange sizers
	439	self.sizer_set_smearer.Add(sizer_smearer)
	440	self.sizer_set_smearer.Add((10, 10))
	441	self.sizer_set_smearer.Add(self.smear_description_none,
	442	0, wx.CENTER, 10)
	443	self.sizer_set_smearer.Add(self.smear_description_dqdata,
	444	0, wx.CENTER, 10)
	445	self.sizer_set_smearer.Add(self.smear_description_2d,
	446	0, wx.CENTER, 10)
	447	self.sizer_new_smear.Add(self.smear_description_type,
	448	0, wx.CENTER, 10)
	449	self.sizer_new_smear.Add(self.smear_description_accuracy_type,
	450	0, wx.CENTER, 10)
	451	self.sizer_new_smear.Add(self.smear_accuracy)
	452	self.sizer_new_smear.Add(self.smear_description_smear_type,
	453	0, wx.CENTER, 10)
	454	self.sizer_new_smear.Add((15, -1))
	455	self.sizer_new_smear.Add(self.smear_description_2d_x,
	456	0, wx.CENTER, 10)
	457	self.sizer_new_smear.Add(self.smear_description_pin_min,
	458	0, wx.CENTER, 10)
	459	self.sizer_new_smear.Add(self.smear_description_slit_height,
	460	0, wx.CENTER, 10)
[55bb249c]	461
[f32d144]	462	self.sizer_new_smear.Add(self.smear_pinhole_min,
	463	0, wx.CENTER, 10)
	464	self.sizer_new_smear.Add(self.smear_slit_height,
	465	0, wx.CENTER, 10)
	466	self.sizer_new_smear.Add(self.smear_data_left,
	467	0, wx.CENTER, 10)
	468	self.sizer_new_smear.Add((20, -1))
	469	self.sizer_new_smear.Add(self.smear_description_2d_y,
[55bb249c]	470	0, wx.CENTER, 10 )
[f32d144]	471	self.sizer_new_smear.Add(self.smear_description_pin_max,
[55bb249c]	472	0, wx.CENTER, 10 )
[f32d144]	473	self.sizer_new_smear.Add(self.smear_description_slit_width,
[55bb249c]	474	0, wx.CENTER, 10 )
[f72333f]	475
[075d073]	476	self.sizer_new_smear.Add(self.smear_pinhole_max, 0, wx.CENTER, 10)
	477	self.sizer_new_smear.Add(self.smear_slit_width, 0, wx.CENTER, 10)
	478	self.sizer_new_smear.Add(self.smear_data_right, 0, wx.CENTER, 10)
[7609f1a]	479
[075d073]	480	self.sizer_set_smearer.Add(self.smear_message_new_s, 0, wx.CENTER, 10)
	481	self.sizer_set_smearer.Add(self.smear_message_new_p, 0, wx.CENTER, 10)
[f32d144]	482	self.sizer_set_smearer.Add((5, 2))
[075d073]	483	self.sizer_set_smearer.Add(self.sizer_new_smear, 0, wx.CENTER, 10)
[7609f1a]	484
[f32d144]	485	# add all to chi2 sizer
	486	sizer_smearer_box.Add(self.sizer_set_smearer)
[7609f1a]	487	sizer_chi2.Add(sizer_smearer_box)
[f32d144]	488	sizer_chi2.Add((-1, 5))
	489	sizer_chi2.Add(weighting_box)
	490	sizer_chi2.Add((-1, 5))
[cc31608]	491
[7609f1a]	492	# hide all smear messages and textctrl
	493	self._hide_all_smear_info()
	494
	495	# get smear_selection
[f32d144]	496	self.current_smearer = smear_selection(self.data, self.model)
[83ad478]	497
[7609f1a]	498	# Show only the relevant smear messages, etc
	499	if self.current_smearer == None:
[51a71a3]	500	if not is_2Ddata:
[7609f1a]	501	self.smear_description_none.Show(True)
[f32d144]	502	self.enable_smearer.Disable()
[7609f1a]	503	else:
[f72333f]	504	self.smear_description_none.Show(True)
[f32d144]	505	self.slit_smearer.Disable()
[0f8f831]	506	if self.data == None:
[f32d144]	507	self.slit_smearer.Disable()
	508	self.pinhole_smearer.Disable()
	509	self.enable_smearer.Disable()
	510	else:
	511	self._show_smear_sizer()
[51a71a3]	512	boxsizer_range.Add(self.sizer_set_masking)
[f32d144]	513	#2D data? default
[6bbeacd4]	514	is_2Ddata = False
[7609f1a]	515
[6bbeacd4]	516	#check if it is 2D data
[f32d144]	517	if self.data.__class__.__name__ == "Data2D" or self.enable2D:
[6bbeacd4]	518	is_2Ddata = True
	519
	520	self.sizer5.Clear(True)
	521
[f32d144]	522	self.qmin = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	523	style=wx.TE_PROCESS_ENTER,
[3e001f9]	524	set_focus_callback=self.qrang_set_focus,
	525	text_enter_callback=self._onQrangeEnter,
	526	name='qmin')
[f95301b]	527	self.qmin.SetValue(str(self.qmin_x))
[3e001f9]	528	q_tip = "Click outside of the axes\n to remove the lines."
	529	qmin_tip = "Minimun value of Q.\n"
	530	qmin_tip += q_tip
	531	self.qmin.SetToolTipString(qmin_tip)
[6bbeacd4]	532
[f32d144]	533	self.qmax = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
	534	style=wx.TE_PROCESS_ENTER,
[3e001f9]	535	set_focus_callback=self.qrang_set_focus,
	536	text_enter_callback=self._onQrangeEnter,
	537	name='qmax')
[6bbeacd4]	538	self.qmax.SetValue(str(self.qmax_x))
[3e001f9]	539	qmax_tip = "Maximum value of Q.\n"
	540	qmax_tip += q_tip
	541	self.qmax.SetToolTipString(qmax_tip)
	542	self.qmin.Bind(wx.EVT_MOUSE_EVENTS, self.qrange_click)
	543	self.qmax.Bind(wx.EVT_MOUSE_EVENTS, self.qrange_click)
	544	self.qmin.Bind(wx.EVT_KEY_DOWN, self.on_key)
	545	self.qmax.Bind(wx.EVT_KEY_DOWN, self.on_key)
	546	self.qmin.Bind(wx.EVT_TEXT, self.on_qrange_text)
	547	self.qmax.Bind(wx.EVT_TEXT, self.on_qrange_text)
[6bbeacd4]	548	id = wx.NewId()
[f32d144]	549	self.reset_qrange = wx.Button(self, id, 'Reset', size=(77, 20))
[6bbeacd4]	550
[f32d144]	551	self.reset_qrange.Bind(wx.EVT_BUTTON, self.on_reset_clicked, id=id)
[075d073]	552	self.reset_qrange.SetToolTipString("Reset Q range to the default")
[6bbeacd4]	553
[f32d144]	554	sizer = wx.GridSizer(2, 4, 2, 6)
[6bbeacd4]	555
[f32d144]	556	self.btEditMask = wx.Button(self, wx.NewId(), 'Editor', size=(88, 23))
	557	self.btEditMask.Bind(wx.EVT_BUTTON, self._onMask,
	558	id=self.btEditMask.GetId())
[6bbeacd4]	559	self.btEditMask.SetToolTipString("Edit Mask.")
	560	self.EditMask_title = wx.StaticText(self, -1, ' Masking(2D)')
[cb270ad2]	561
[f32d144]	562	sizer.Add(wx.StaticText(self, -1, ' Q range'))
[6bbeacd4]	563	sizer.Add(wx.StaticText(self, -1, ' Min[1/A]'))
	564	sizer.Add(wx.StaticText(self, -1, ' Max[1/A]'))
	565	sizer.Add(self.EditMask_title)
[f32d144]	566	sizer.Add(self.reset_qrange)
[f95301b]	567	sizer.Add(self.qmin)
[6bbeacd4]	568	sizer.Add(self.qmax)
[0cf97c5]	569	#sizer.Add(self.theory_npts_tcrtl)
[6bbeacd4]	570	sizer.Add(self.btEditMask)
[f32d144]	571	boxsizer_range.Add(sizer_chi2)
	572	boxsizer_range.Add((10, 10))
[6bbeacd4]	573	boxsizer_range.Add(sizer)
	574
[f32d144]	575	boxsizer_range.Add((10, 15))
[6bbeacd4]	576	boxsizer_range.Add(sizer_fit)
	577	if is_2Ddata:
[f32d144]	578	self.btEditMask.Enable()
	579	self.EditMask_title.Enable()
[6bbeacd4]	580	else:
[f32d144]	581	self.btEditMask.Disable()
[6bbeacd4]	582	self.EditMask_title.Disable()
	583	## save state
	584	self.save_current_state()
[f32d144]	585	self.sizer5.Add(boxsizer_range, 0, wx.EXPAND \| wx.ALL, 10)
[6bbeacd4]	586	self.sizer5.Layout()
	587
[5062bbf]	588
[2296316]	589	def _set_sizer_dispersion(self):
[c77d859]	590	"""
[5062bbf]	591	draw sizer with gaussian dispersity parameters
[c77d859]	592	"""
[f32d144]	593	self.fittable_param = []
	594	self.fixed_param = []
	595	self.orientation_params_disp = []
[920a6e5]	596
[c77d859]	597	self.sizer4_4.Clear(True)
[f32d144]	598	if self.model == None:
[c77d859]	599	##no model is selected
	600	return
	601	if not self.enable_disp.GetValue():
	602	## the user didn't select dispersity display
[f32d144]	603	return
[b421b1a]	604
[376916c]	605	self._reset_dispersity()
[b421b1a]	606
[2296316]	607	## fill a sizer with the combobox to select dispersion type
	608	model_disp = wx.StaticText(self, -1, 'Function')
[f32d144]	609	CHECK_STATE = self.cb1.GetValue()
[b9a5f0e]	610	import sas.models.dispersion_models
[79492222]	611	self.polydisp = sas.models.dispersion_models.models
[b421b1a]	612
[2296316]	613	ix = 0
	614	iy = 0
[52efcc5]	615	disp = wx.StaticText(self, -1, ' ')
[f32d144]	616	self.sizer4_4.Add(disp, (iy, ix), (1, 1),
	617	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	618	ix += 1
[2296316]	619	values = wx.StaticText(self, -1, 'PD[ratio]')
[01b6bd0]	620	polytext = "Polydispersity (= STD/mean); "
[f32d144]	621	polytext += "the standard deviation over the mean value."
[01b6bd0]	622	values.SetToolTipString(polytext)
[d7b7156]	623
[f32d144]	624	self.sizer4_4.Add(values, (iy, ix), (1, 1),
	625	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	626	ix += 2
[e5a1c31]	627	if self.is_mac:
	628	err_text = 'Error'
	629	else:
	630	err_text = ''
	631	self.text_disp_1 = wx.StaticText(self, -1, err_text)
[075d073]	632	self.sizer4_4.Add(self.text_disp_1, (iy, ix), (1, 1), \
[f32d144]	633	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	634
[f32d144]	635	ix += 1
[920a6e5]	636	self.text_disp_min = wx.StaticText(self, -1, 'Min')
[075d073]	637	self.sizer4_4.Add(self.text_disp_min, (iy, ix), (1, 1), \
[f32d144]	638	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	639
[f32d144]	640	ix += 1
[920a6e5]	641	self.text_disp_max = wx.StaticText(self, -1, 'Max')
[f32d144]	642	self.sizer4_4.Add(self.text_disp_max, (iy, ix), (1, 1),
	643	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[339b563]	644
[f32d144]	645	ix += 1
[c77d859]	646	npts = wx.StaticText(self, -1, 'Npts')
[d7b7156]	647	npts.SetToolTipString("Number of sampling points for the numerical\n\
	648	integration over the distribution function.")
[f32d144]	649	self.sizer4_4.Add(npts, (iy, ix), (1, 1),
	650	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	651	ix += 1
[2296316]	652	nsigmas = wx.StaticText(self, -1, 'Nsigs')
[f32d144]	653	nsigmas.SetToolTipString("Number of sigmas between which the range\n\
[d7b7156]	654	of the distribution function will be used for weighting. \n\
	655	The value '3' covers 99.5% for Gaussian distribution \n\
[01b6bd0]	656	function. Note: Not recommended to change this value.")
[f32d144]	657	self.sizer4_4.Add(nsigmas, (iy, ix), (1, 1),
	658	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	659	ix += 1
	660	self.sizer4_4.Add(model_disp, (iy, ix), (1, 1),
	661	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	662
[bf5e985]	663	self.text_disp_max.Show(True)
	664	self.text_disp_min.Show(True)
[6dc9ad8]	665
[c77d859]	666	for item in self.model.dispersion.keys():
[318b5bbb]	667	if not self.magnetic_on:
	668	if item in self.model.magnetic_params:
	669	continue
[780d095]	670	if not item in self.model.orientation_params:
[f32d144]	671	if not item in self.disp_cb_dict:
	672	self.disp_cb_dict[item] = None
	673	name0 = "Distribution of " + item
	674	name1 = item + ".width"
	675	name2 = item + ".npts"
	676	name3 = item + ".nsigmas"
	677	if not name1 in self.model.details:
	678	self.model.details[name1] = ["", None, None]
[c99a6c5]	679
[780d095]	680	iy += 1
[f32d144]	681	for p in self.model.dispersion[item].keys():
[780d095]	682
[f32d144]	683	if p == "width":
[780d095]	684	ix = 0
[d7b7156]	685	cb = wx.CheckBox(self, -1, name0, (10, 10))
[934cfc03]	686	cb.SetValue(CHECK_STATE)
[2296316]	687	cb.SetToolTipString("Check mark to fit")
[780d095]	688	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[f32d144]	689	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
	690	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[780d095]	691	ix = 1
[f32d144]	692	value = self.model.getParam(name1)
	693	ctl1 = self.ModelTextCtrl(self, -1,
	694	size=(_BOX_WIDTH / 1.3, 20),
	695	style=wx.TE_PROCESS_ENTER)
[01b6bd0]	696	ctl1.SetLabel('PD[ratio]')
	697	poly_text = "Polydispersity (STD/mean) of %s\n" % item
	698	poly_text += "STD: the standard deviation"
	699	poly_text += " from the mean value."
	700	ctl1.SetToolTipString(poly_text)
[f32d144]	701	ctl1.SetValue(str(format_number(value, True)))
	702	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[780d095]	703	## text to show error sign
	704	ix = 2
[f32d144]	705	text2 = wx.StaticText(self, -1, '+/-')
	706	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
	707	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	708	if not self.is_mac:
[f32d144]	709	text2.Hide()
[b421b1a]	710
[780d095]	711	ix = 3
[f32d144]	712	ctl2 = wx.TextCtrl(self, -1,
	713	size=(_BOX_WIDTH / 1.3, 20),
[d7b7156]	714	style=0)
[eacf1d66]	715
[f32d144]	716	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
	717	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	718	if not self.is_mac:
	719	ctl2.Hide()
[eacf1d66]	720
[920a6e5]	721	ix = 4
[f32d144]	722	ctl3 = self.ModelTextCtrl(self, -1,
	723	size=(_BOX_WIDTH / 2, 20),
	724	style=wx.TE_PROCESS_ENTER,
	725	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	726
[f32d144]	727	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
	728	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	729
[920a6e5]	730	ix = 5
[f32d144]	731	ctl4 = self.ModelTextCtrl(self, -1,
	732	size=(_BOX_WIDTH / 2, 20),
	733	style=wx.TE_PROCESS_ENTER,
	734	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	735
[f32d144]	736	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
	737	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[eacf1d66]	738
[bf5e985]	739	ctl3.Show(True)
	740	ctl4.Show(True)
[2296316]	741
[f32d144]	742	elif p == "npts":
	743	ix = 6
	744	value = self.model.getParam(name2)
	745	Tctl = self.ModelTextCtrl(self, -1,
	746	size=(_BOX_WIDTH / 2.2, 20),
	747	style=wx.TE_PROCESS_ENTER)
	748
	749	Tctl.SetValue(str(format_number(value)))
	750	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
	751	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	752	self.fixed_param.append([None, name2, Tctl, None, None,
	753	None, None, None])
	754	elif p == "nsigmas":
	755	ix = 7
	756	value = self.model.getParam(name3)
	757	Tct2 = self.ModelTextCtrl(self, -1,
	758	size=(_BOX_WIDTH / 2.2, 20),
	759	style=wx.TE_PROCESS_ENTER)
	760
	761	Tct2.SetValue(str(format_number(value)))
	762	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
	763	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	764	self.fixed_param.append([None, name3, Tct2,
	765	None, None, None,
	766	None, None])
[2296316]	767
[f32d144]	768	ix = 8
	769	disp_box = wx.ComboBox(self, -1, size=(65, -1),
	770	style=wx.CB_READONLY, name='%s' % name1)
[2296316]	771	for key, value in self.polydisp.iteritems():
	772	name_disp = str(key)
[f32d144]	773	disp_box.Append(name_disp, value)
	774	disp_box.SetStringSelection("gaussian")
	775	wx.EVT_COMBOBOX(disp_box, -1, self._on_disp_func)
	776	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
	777	self.fittable_param.append([cb, name1, ctl1, text2,
	778	ctl2, ctl3, ctl4, disp_box])
[2296316]	779
[f32d144]	780	ix = 0
	781	iy += 1
[308fa87]	782	self.sizer4_4.Add((20, 20), (iy, ix), (1, 1),
	783	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
	784	first_orient = True
[780d095]	785	for item in self.model.dispersion.keys():
[318b5bbb]	786	if not self.magnetic_on:
	787	if item in self.model.magnetic_params:
	788	continue
[780d095]	789	if item in self.model.orientation_params:
[308fa87]	790	if not item in self.disp_cb_dict:
	791	self.disp_cb_dict[item] = None
	792	name0 = "Distribution of " + item
	793	name1 = item + ".width"
	794	name2 = item + ".npts"
	795	name3 = item + ".nsigmas"
[d7b7156]	796
[308fa87]	797	if not name1 in self.model.details:
	798	self.model.details[name1] = ["", None, None]
[b421b1a]	799
[780d095]	800	iy += 1
[308fa87]	801	for p in self.model.dispersion[item].keys():
[780d095]	802
[308fa87]	803	if p == "width":
[780d095]	804	ix = 0
[d7b7156]	805	cb = wx.CheckBox(self, -1, name0, (10, 10))
[934cfc03]	806	cb.SetValue(CHECK_STATE)
[2296316]	807	cb.SetToolTipString("Check mark to fit")
[780d095]	808	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[308fa87]	809	self.sizer4_4.Add(cb, (iy, ix), (1, 1),
	810	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	811	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	812	self.enable2D:
[6dc9ad8]	813	cb.Show(True)
[c99a6c5]	814	elif cb.IsShown():
[6dc9ad8]	815	cb.Hide()
[780d095]	816	ix = 1
[308fa87]	817	value = self.model.getParam(name1)
	818	ctl1 = self.ModelTextCtrl(self, -1,
	819	size=(_BOX_WIDTH / 1.3, 20),
	820	style=wx.TE_PROCESS_ENTER)
[01b6bd0]	821	poly_tip = "Absolute Sigma for %s." % item
	822	ctl1.SetToolTipString(poly_tip)
[308fa87]	823	ctl1.SetValue(str(format_number(value, True)))
[ba1f0b2]	824	if self.data.__class__.__name__ == "Data2D" or \
	825	self.enable2D:
[d7b7156]	826	if first_orient:
[01b6bd0]	827	values.SetLabel('PD[ratio], Sig[deg]')
	828	poly_text = "PD(polydispersity for lengths):\n"
[308fa87]	829	poly_text += "It should be a value between"
	830	poly_text += "0 and 1\n"
[01b6bd0]	831	poly_text += "Sigma for angles: \n"
	832	poly_text += "It is the STD (ratio*mean)"
[2b0f822]	833	poly_text += " of the distribution.\n "
[01b6bd0]	834
	835	values.SetToolTipString(poly_text)
[d7b7156]	836	first_orient = False
[6dc9ad8]	837	ctl1.Show(True)
[c99a6c5]	838	elif ctl1.IsShown():
[6dc9ad8]	839	ctl1.Hide()
[d7b7156]	840
[308fa87]	841	self.sizer4_4.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[780d095]	842	## text to show error sign
	843	ix = 2
[308fa87]	844	text2 = wx.StaticText(self, -1, '+/-')
	845	self.sizer4_4.Add(text2, (iy, ix), (1, 1),
	846	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	847
[308fa87]	848	text2.Hide()
[b421b1a]	849
[780d095]	850	ix = 3
[308fa87]	851	ctl2 = wx.TextCtrl(self, -1,
	852	size=(_BOX_WIDTH / 1.3, 20),
[d7b7156]	853	style=0)
[b421b1a]	854
[308fa87]	855	self.sizer4_4.Add(ctl2, (iy, ix), (1, 1),
	856	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	857
	858	ctl2.Hide()
[308fa87]	859	if self.data.__class__.__name__ == "Data2D" or \
[1180528]	860	self.enable2D:
[308fa87]	861	if self.is_mac:
[1180528]	862	text2.Show(True)
[308fa87]	863	ctl2.Show(True)
[920a6e5]	864
	865	ix = 4
[308fa87]	866	ctl3 = self.ModelTextCtrl(self, -1,
	867	size=(_BOX_WIDTH / 2, 20),
[d7b7156]	868	style=wx.TE_PROCESS_ENTER,
[308fa87]	869	text_enter_callback=self._onparamRangeEnter)
[eacf1d66]	870
[308fa87]	871	self.sizer4_4.Add(ctl3, (iy, ix), (1, 1),
	872	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[c99a6c5]	873
[920a6e5]	874	ctl3.Hide()
	875
	876	ix = 5
[308fa87]	877	ctl4 = self.ModelTextCtrl(self, -1,
	878	size=(_BOX_WIDTH / 2, 20),
	879	style=wx.TE_PROCESS_ENTER,
	880	text_enter_callback=self._onparamRangeEnter)
	881	self.sizer4_4.Add(ctl4, (iy, ix), (1, 1),
	882	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[920a6e5]	883	ctl4.Hide()
	884
[308fa87]	885	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	886	self.enable2D:
[920a6e5]	887	ctl3.Show(True)
[308fa87]	888	ctl4.Show(True)
[2296316]	889
[308fa87]	890	elif p == "npts":
	891	ix = 6
	892	value = self.model.getParam(name2)
	893	Tctl = self.ModelTextCtrl(self, -1,
	894	size=(_BOX_WIDTH / 2.2, 20),
	895	style=wx.TE_PROCESS_ENTER)
	896
	897	Tctl.SetValue(str(format_number(value)))
	898	if self.data.__class__.__name__ == "Data2D" or \
	899	self.enable2D:
	900	Tctl.Show(True)
	901	else:
	902	Tctl.Hide()
	903	self.sizer4_4.Add(Tctl, (iy, ix), (1, 1),
	904	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	905	self.fixed_param.append([None, name2, Tctl, None, None,
	906	None, None, None])
	907	self.orientation_params_disp.append([None, name2,
	908	Tctl, None, None,
	909	None, None, None])
	910	elif p == "nsigmas":
	911	ix = 7
	912	value = self.model.getParam(name3)
	913	Tct2 = self.ModelTextCtrl(self, -1,
	914	size=(_BOX_WIDTH / 2.2, 20),
	915	style=wx.TE_PROCESS_ENTER)
	916
	917	Tct2.SetValue(str(format_number(value)))
	918	if self.data.__class__.__name__ == "Data2D" or \
	919	self.enable2D:
	920	Tct2.Show(True)
	921	else:
	922	Tct2.Hide()
	923	self.sizer4_4.Add(Tct2, (iy, ix), (1, 1),
	924	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[7975f2b]	925
[308fa87]	926	self.fixed_param.append([None, name3, Tct2,
	927	None, None, None, None, None])
	928
	929	self.orientation_params_disp.append([None, name3,
	930	Tct2, None, None, None, None, None])
[2296316]	931
[308fa87]	932	ix = 8
	933	disp_box = wx.ComboBox(self, -1, size=(65, -1),
	934	style=wx.CB_READONLY, name='%s' % name1)
[2296316]	935	for key, value in self.polydisp.iteritems():
	936	name_disp = str(key)
[308fa87]	937	disp_box.Append(name_disp, value)
	938	disp_box.SetStringSelection("gaussian")
	939	wx.EVT_COMBOBOX(disp_box, -1, self._on_disp_func)
	940	self.sizer4_4.Add(disp_box, (iy, ix), (1, 1), wx.EXPAND)
	941	self.fittable_param.append([cb, name1, ctl1, text2,
[2296316]	942	ctl2, ctl3, ctl4, disp_box])
[308fa87]	943	self.orientation_params_disp.append([cb, name1, ctl1,
[2296316]	944	text2, ctl2, ctl3, ctl4, disp_box])
	945
[ba1f0b2]	946	if self.data.__class__.__name__ == "Data2D" or \
	947	self.enable2D:
[2296316]	948	disp_box.Show(True)
	949	else:
	950	disp_box.Hide()
	951
[308fa87]	952	self.state.disp_cb_dict = copy.deepcopy(self.disp_cb_dict)
[b421b1a]	953
[308fa87]	954	self.state.model = self.model.clone()
	955	## save state into
[4043c96]	956	self.state.cb1 = self.cb1.GetValue()
[920a6e5]	957	self._copy_parameters_state(self.parameters, self.state.parameters)
[240b9966]	958	self._copy_parameters_state(self.orientation_params_disp,
	959	self.state.orientation_params_disp)
[308fa87]	960	self._copy_parameters_state(self.fittable_param,
[d7b7156]	961	self.state.fittable_param)
[240b9966]	962	self._copy_parameters_state(self.fixed_param, self.state.fixed_param)
[d40a9cd]	963
[308fa87]	964	wx.PostEvent(self.parent,
	965	StatusEvent(status=" Selected Distribution: Gaussian"))
[b324aa9]	966	#Fill the list of fittable parameters
[934cfc03]	967	#self.select_all_param(event=None)
	968	self.get_all_checked_params()
[71f0373]	969	self.Layout()
[7975f2b]	970
[2296316]	971	def _onDraw(self, event):
	972	"""
	973	Update and Draw the model
[308fa87]	974	"""
	975	if self.model == None:
	976	msg = "Please select a Model first..."
[2296316]	977	wx.MessageBox(msg, 'Info')
	978	return
[f9feff3]	979	"""
[d2c4c06]	980	if not self.data.is_data:
	981	self.npts_x = self.Npts_total.GetValue()
	982	self.Npts_fit.SetValue(self.npts_x)
[308fa87]	983	self.create_default_data()
[f9feff3]	984	"""
[308fa87]	985	flag = self._update_paramv_on_fit()
[d2c4c06]	986
[a624e76]	987	wx.CallAfter(self._onparamEnter_helper)
[2296316]	988	if not flag:
[308fa87]	989	msg = "The parameters are invalid"
[ae84427]	990	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	991	return
[2296316]	992
[308fa87]	993	def _onFit(self, event):
[c77d859]	994	"""
[5062bbf]	995	Allow to fit
[c77d859]	996	"""
[054c10a]	997	if event != None:
[308fa87]	998	event.Skip()
[2d0756a5]	999	if self.fit_started:
	1000	self._StopFit()
	1001	self.fit_started = False
	1002	wx.CallAfter(self.set_fitbutton)
[308fa87]	1003	return
[2d0756a5]	1004
[504dd9f5]	1005	if self.data is None:
[ecfcef6]	1006	msg = "Please get Data first..."
[504dd9f5]	1007	wx.MessageBox(msg, 'Info')
[308fa87]	1008	wx.PostEvent(self._manager.parent,
	1009	StatusEvent(status="Fit: %s" % msg))
[504dd9f5]	1010	return
	1011	if self.model is None:
	1012	msg = "Please select a Model first..."
[4470b10]	1013	wx.MessageBox(msg, 'Info')
[308fa87]	1014	wx.PostEvent(self._manager.parent,
	1015	StatusEvent(status="Fit: %s" % msg, type="stop"))
[4470b10]	1016	return
[ecfcef6]	1017
	1018	if len(self.param_toFit) <= 0:
[308fa87]	1019	msg = "Select at least one parameter to fit"
[ecfcef6]	1020	wx.MessageBox(msg, 'Info')
[308fa87]	1021	wx.PostEvent(self._manager.parent,
	1022	StatusEvent(status=msg, type="stop"))
	1023	return
[ecfcef6]	1024
[308fa87]	1025	flag = self._update_paramv_on_fit()
[94078a8]	1026
	1027	if self.batch_on and not self._is_2D():
	1028	if not self._validate_Npts_1D():
	1029	return
[acd0bda3]	1030
[c77d859]	1031	if not flag:
[308fa87]	1032	msg = "Fitting range or parameters are invalid"
[ae84427]	1033	wx.PostEvent(self._manager.parent,
[308fa87]	1034	StatusEvent(status=msg, type="stop"))
	1035	return
[ecfcef6]	1036
[308fa87]	1037	self.select_param(event=None)
[d0ce2c30]	1038
[308fa87]	1039	# Remove or do not allow fitting on the Q=0 point, especially
	1040	# when y(q=0)=None at x[0].
[f95301b]	1041	self.qmin_x = float(self.qmin.GetValue())
[67ae937]	1042	self.qmax_x = float(self.qmax.GetValue())
[dc613d6]	1043	self._manager._reset_schedule_problem(value=0, uid=self.uid)
[308fa87]	1044	self._manager.schedule_for_fit(uid=self.uid, value=1)
	1045	self._manager.set_fit_range(uid=self.uid, qmin=self.qmin_x,
	1046	qmax=self.qmax_x)
[3b70cc7]	1047
[308fa87]	1048	#single fit
[2d0756a5]	1049	#self._manager.onFit(uid=self.uid)
	1050	self.fit_started = self._manager.onFit(uid=self.uid)
	1051	wx.CallAfter(self.set_fitbutton)
	1052
[308fa87]	1053	def set_fitbutton(self):
[2d0756a5]	1054	"""
	1055	Set fit button label depending on the fit_started[bool]
	1056	"""
[e4cd34c]	1057	# Skip this feature if we are not on Windows
	1058	#NOTE: the is_mac data member actually means "is no Windows".
	1059	if self.is_mac:
	1060	return
	1061
[2d0756a5]	1062	if self.fit_started:
	1063	label = "Stop"
	1064	color = "red"
	1065	else:
	1066	label = "Fit"
	1067	color = "black"
	1068	self.btFit.Enable(False)
	1069	self.btFit.SetLabel(label)
	1070	self.btFit.SetForegroundColour(color)
	1071	self.btFit.Enable(True)
	1072
[f7ef313]	1073	def get_weight_flag(self):
[55bb249c]	1074	"""
[f7ef313]	1075	Get flag corresponding to a given weighting dI data.
[55bb249c]	1076	"""
	1077	button_list = [self.dI_noweight,
	1078	self.dI_didata,
	1079	self.dI_sqrdata,
	1080	self.dI_idata]
[f7ef313]	1081	flag = 1
[55bb249c]	1082	for item in button_list:
	1083	if item.GetValue():
	1084	if button_list.index(item) == 0:
[308fa87]	1085	flag = 0 # dy = numpy.ones_like(dy_data)
[55bb249c]	1086	elif button_list.index(item) == 1:
[308fa87]	1087	flag = 1 # dy = dy_data
[55bb249c]	1088	elif button_list.index(item) == 2:
[308fa87]	1089	flag = 2 # dy = numpy.sqrt(numpy.abs(data))
[55bb249c]	1090	elif button_list.index(item) == 3:
[308fa87]	1091	flag = 3 # dy = numpy.abs(data)
[55bb249c]	1092	break
[f7ef313]	1093	return flag
[55bb249c]	1094
[f22e626]	1095	def _StopFit(self, event=None):
[ad6dd4c]	1096	"""
[308fa87]	1097	Stop fit
[ad6dd4c]	1098	"""
[5f2de0aa]	1099	if event != None:
	1100	event.Skip()
[66ff250]	1101	self._manager.stop_fit(self.uid)
	1102	self._manager._reset_schedule_problem(value=0)
[db47703]	1103	self._on_fit_complete()
[66ff250]	1104
[6ff97c5]	1105	def rename_model(self):
	1106	"""
	1107	find a short name for model
	1108	"""
	1109	if self.model is not None:
	1110	self.model.name = "M" + str(self.index_model)
	1111
[308fa87]	1112	def _on_select_model(self, event=None):
[c77d859]	1113	"""
[5062bbf]	1114	call back for model selection
[308fa87]	1115	"""
	1116	self.Show(False)
	1117	copy_flag = False
	1118	is_poly_enabled = None
[817991b]	1119	if event != None:
[ea5fa58]	1120	if (event.GetEventObject() == self.formfactorbox\
	1121	and self.structurebox.GetLabel() != 'None')\
	1122	or event.GetEventObject() == self.structurebox\
	1123	or event.GetEventObject() == self.multifactorbox:
	1124	copy_flag = self.get_copy_params()
	1125	is_poly_enabled = self.enable_disp.GetValue()
[a86e69b]	1126
[308fa87]	1127	self._on_select_model_helper()
	1128	self.set_model_param_sizer(self.model)
[982e953]	1129	if self.model is None:
	1130	self._set_bookmark_flag(False)
[2657df9]	1131	self._keep.Enable(False)
[982e953]	1132	self._set_save_flag(False)
[3b605bb]	1133	self.enable_disp.SetValue(False)
	1134	self.disable_disp.SetValue(True)
[4043c96]	1135	try:
	1136	self.set_dispers_sizer()
	1137	except:
	1138	pass
[6747217]	1139	self.state.enable_disp = self.enable_disp.GetValue()
	1140	self.state.disable_disp = self.disable_disp.GetValue()
	1141	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	1142	self.state.slit_smearer = self.slit_smearer.GetValue()
	1143
[308fa87]	1144	self.state.structurecombobox = self.structurebox.GetLabel()
[ea5fa58]	1145	self.state.formfactorcombobox = self.formfactorbox.GetLabel()
[6ff97c5]	1146	self.enable_fit_button()
[9237df4]	1147	if self.model != None:
[93f0a862]	1148	self.m_name = self.model.name
	1149	self.state.m_name = self.m_name
[6ff97c5]	1150	self.rename_model()
[07c8630]	1151	self._set_copy_flag(True)
	1152	self._set_paste_flag(True)
[817991b]	1153	if self.data is not None:
[308fa87]	1154	is_data = check_data_validity(self.data)
[817991b]	1155	if is_data:
[940aca7]	1156	self._set_bookmark_flag(not self.batch_on)
	1157	self._keep.Enable(not self.batch_on)
[d40038e]	1158	self._set_save_flag(True)
[64bda1e]	1159	# Reset smearer, model and data
[2d34d55]	1160	if not copy_flag:
	1161	self.disable_smearer.SetValue(True)
	1162	self.enable_smearer.SetValue(False)
[2c60cb69]	1163
	1164	# more disables for 2D
[3fb5e68]	1165	self._set_smear_buttons()
[2c60cb69]	1166
[70c57ebf]	1167	try:
[6bbeacd4]	1168	# update smearer sizer
[db8590a]	1169	#if not self.enable_smearer.GetValue():
	1170	# self.disable_smearer.SetValue(True)
[6bbeacd4]	1171	self.onSmear(None)
[64bda1e]	1172	temp_smear = None
[6ff97c5]	1173	if not self.disable_smearer.GetValue():
[64bda1e]	1174	# Set the smearer environments
[6e4c9fe]	1175	temp_smear = self.current_smearer
[70c57ebf]	1176	except:
[66ff250]	1177	raise
[70c57ebf]	1178	## error occured on chisqr computation
[66ff250]	1179	#pass
[0b12abb5]	1180	## event to post model to fit to fitting plugins
	1181	(ModelEventbox, EVT_MODEL_BOX) = wx.lib.newevent.NewEvent()
[d9638fd]	1182
[308fa87]	1183	## set smearing value whether or not
[6bbeacd4]	1184	# the data contain the smearing info
[308fa87]	1185	evt = ModelEventbox(model=self.model,
	1186	smearer=temp_smear,
	1187	enable_smearer=not self.disable_smearer.GetValue(),
	1188	qmin=float(self.qmin_x),
	1189	uid=self.uid,
	1190	caption=self.window_caption,
	1191	qmax=float(self.qmax_x))
[6bbeacd4]	1192
	1193	self._manager._on_model_panel(evt=evt)
[075d073]	1194	self.mbox_description.SetLabel("Model [ %s ]"% str(self.model.name))
[dafc36f]	1195	self.mbox_description.SetForegroundColour(wx.BLUE)
[0b12abb5]	1196	self.state.model = self.model.clone()
	1197	self.state.model.name = self.model.name
[88f286d]	1198
[6bbeacd4]	1199	if event != None:
[3595309d]	1200	## post state to fit panel
[308fa87]	1201	new_event = PageInfoEvent(page=self)
	1202	wx.PostEvent(self.parent, new_event)
[9466f2d6]	1203	#update list of plugins if new plugin is available
[ea5fa58]	1204	custom_model = 'Customized Models'
	1205	mod_cat = self.categorybox.GetStringSelection()
	1206	if mod_cat == custom_model:
	1207	temp = self.parent.update_model_list()
	1208	if temp:
	1209	self.model_list_box = temp
	1210	current_val = self.formfactorbox.GetLabel()
	1211	pos = self.formfactorbox.GetSelection()
	1212	self._show_combox_helper()
	1213	self.formfactorbox.SetSelection(pos)
	1214	self.formfactorbox.SetValue(current_val)
[817991b]	1215	# when select a model only from guictr/button
	1216	if is_poly_enabled != None:
	1217	self.enable_disp.SetValue(is_poly_enabled)
	1218	self.disable_disp.SetValue(not is_poly_enabled)
	1219	self._set_dipers_Param(event=None)
	1220	self.state.enable_disp = self.enable_disp.GetValue()
	1221	self.state.disable_disp = self.disable_disp.GetValue()
	1222
	1223	# Keep the previous param values
[d682c92]	1224	if copy_flag:
[817991b]	1225	self.get_paste_params(copy_flag)
[db8590a]	1226	wx.CallAfter(self._onDraw, None)
[2d34d55]	1227
[0145a25]	1228	else:
[7fd4afd]	1229	self._draw_model()
[1345f2f]	1230
	1231	if self.batch_on:
	1232	self.slit_smearer.Enable(False)
	1233	self.pinhole_smearer.Enable(False)
[308fa87]	1234	self.btEditMask.Disable()
[054f004]	1235	self.EditMask_title.Disable()
[1345f2f]	1236
[308fa87]	1237	self.Show(True)
[ce92ded]	1238	self.SetupScrolling()
[dbbdf11]	1239
[308fa87]	1240	def _onparamEnter(self, event):
	1241	"""
[5062bbf]	1242	when enter value on panel redraw model according to changed
[dd5949d]	1243	"""
[308fa87]	1244	if self.model == None:
	1245	msg = "Please select a Model first..."
[4470b10]	1246	wx.MessageBox(msg, 'Info')
	1247	return
	1248
[51a71a3]	1249	#default flag
[7975f2b]	1250	flag = False
[51a71a3]	1251	self.fitrange = True
	1252	#get event object
[dce84c0]	1253	tcrtl = event.GetEventObject()
[edd166b]	1254	#Clear msg if previously shown.
[308fa87]	1255	msg = ""
[ae84427]	1256	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[c99a6c5]	1257
[7975f2b]	1258	if check_float(tcrtl):
[308fa87]	1259	flag = self._onparamEnter_helper()
[bf5e985]	1260	self.show_npts2fit()
[308fa87]	1261	if self.fitrange:
[51a71a3]	1262	temp_smearer = None
	1263	if not self.disable_smearer.GetValue():
[308fa87]	1264	temp_smearer = self.current_smearer
	1265	## set smearing value whether or not
[d7b7156]	1266	# the data contain the smearing info
[51a71a3]	1267	if self.slit_smearer.GetValue():
	1268	flag1 = self.update_slit_smear()
	1269	flag = flag or flag1
	1270	elif self.pinhole_smearer.GetValue():
	1271	flag1 = self.update_pinhole_smear()
	1272	flag = flag or flag1
[308fa87]	1273	elif self.data.__class__.__name__ != "Data2D" and \
[ba1f0b2]	1274	not self.enable2D:
[308fa87]	1275	self._manager.set_smearer(smearer=temp_smearer,
[6ff97c5]	1276	fid=self.data.id,
[66ff250]	1277	uid=self.uid,
[308fa87]	1278	qmin=float(self.qmin_x),
	1279	qmax=float(self.qmax_x),
[6ff97c5]	1280	enable_smearer=not self.disable_smearer.GetValue(),
[308fa87]	1281	draw=True)
	1282	if flag:
[f72333f]	1283	#self.compute_chisqr(smearer= temp_smearer)
[51a71a3]	1284
	1285	## new state posted
	1286	if self.state_change:
	1287	#self._undo.Enable(True)
[308fa87]	1288	event = PageInfoEvent(page=self)
[51a71a3]	1289	wx.PostEvent(self.parent, event)
[308fa87]	1290	self.state_change = False
	1291	else:
	1292	# invalid fit range: do nothing here:
	1293	# msg already displayed in validate
	1294	return
[69bee6d]	1295	else:
[7975f2b]	1296	self.save_current_state()
[308fa87]	1297	msg = "Cannot Plot :Must enter a number!!! "
[ae84427]	1298	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[7609f1a]	1299
[308fa87]	1300	self.save_current_state()
	1301	return
[7609f1a]	1302
[e2f7b92]	1303	def _onparamRangeEnter(self, event):
[920a6e5]	1304	"""
[5062bbf]	1305	Check validity of value enter in the parameters range field
[920a6e5]	1306	"""
[308fa87]	1307	tcrtl = event.GetEventObject()
[edd166b]	1308	#Clear msg if previously shown.
[308fa87]	1309	msg = ""
[ae84427]	1310	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[edd166b]	1311	# Flag to register when a parameter has changed.
	1312	is_modified = False
[308fa87]	1313	if tcrtl.GetValue().lstrip().rstrip() != "":
[920a6e5]	1314	try:
	1315	tcrtl.SetBackgroundColour(wx.WHITE)
[308fa87]	1316	self._check_value_enter(self.fittable_param, is_modified)
	1317	self._check_value_enter(self.parameters, is_modified)
[920a6e5]	1318	except:
	1319	tcrtl.SetBackgroundColour("pink")
[308fa87]	1320	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1321	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1322	return
[920a6e5]	1323	else:
[308fa87]	1324	tcrtl.SetBackgroundColour(wx.WHITE)
[e2f7b92]	1325
[edd166b]	1326	#self._undo.Enable(True)
	1327	self.save_current_state()
[308fa87]	1328	event = PageInfoEvent(page=self)
[edd166b]	1329	wx.PostEvent(self.parent, event)
[308fa87]	1330	self.state_change = False
[3e001f9]	1331
	1332	def qrang_set_focus(self, event=None):
	1333	"""
	1334	ON Qrange focus
	1335	"""
	1336	if event != None:
	1337	event.Skip()
	1338	#tcrtl = event.GetEventObject()
	1339	self._validate_qrange(self.qmin, self.qmax)
	1340
	1341	def qrange_click(self, event):
	1342	"""
	1343	On Qrange textctrl click, make the qrange lines in the plot
	1344	"""
	1345	if event != None:
	1346	event.Skip()
	1347	if self.data.__class__.__name__ == "Data2D":
	1348	return
	1349	is_click = event.LeftDown()
	1350	if is_click:
	1351	d_id = self.data.id
	1352	d_group_id = self.data.group_id
	1353	act_ctrl = event.GetEventObject()
[ae84427]	1354	wx.PostEvent(self._manager.parent,
[3e001f9]	1355	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
	1356	group_id=d_group_id, leftdown=is_click,
	1357	active=act_ctrl))
	1358
	1359	def on_qrange_text(self, event):
	1360	"""
	1361	#On q range value updated. DO not combine with qrange_click().
	1362	"""
	1363	if event != None:
	1364	event.Skip()
	1365	if self.data.__class__.__name__ == "Data2D":
	1366	return
	1367	act_ctrl = event.GetEventObject()
	1368	d_id = self.data.id
	1369	d_group_id = self.data.group_id
[ae84427]	1370	wx.PostEvent(self._manager.parent,
[3e001f9]	1371	PlotQrangeEvent(ctrl=[self.qmin, self.qmax], id=d_id,
	1372	group_id=d_group_id, leftdown=False,
	1373	active=act_ctrl))
	1374	self._validate_qrange(self.qmin, self.qmax)
	1375
	1376	def on_key(self, event):
	1377	"""
	1378	On Key down
	1379	"""
	1380	event.Skip()
	1381	if self.data.__class__.__name__ == "Data2D":
	1382	return
	1383	ctrl = event.GetEventObject()
	1384	try:
	1385	x_data = float(ctrl.GetValue())
	1386	except:
	1387	return
	1388	key = event.GetKeyCode()
	1389	length = len(self.data.x)
	1390	indx = (numpy.abs(self.data.x - x_data)).argmin()
	1391	#return array.flat[idx]
	1392	if key == wx.WXK_PAGEUP or key == wx.WXK_NUMPAD_PAGEUP:
	1393	indx += 1
	1394	if indx >= length:
	1395	indx = length - 1
	1396	elif key == wx.WXK_PAGEDOWN or key == wx.WXK_NUMPAD_PAGEDOWN:
	1397	indx -= 1
	1398	if indx < 0:
	1399	indx = 0
	1400	else:
	1401	return
	1402	ctrl.SetValue(str(self.data.x[indx]))
	1403	self._validate_qrange(self.qmin, self.qmax)
	1404
[12eac73]	1405	def _onQrangeEnter(self, event):
	1406	"""
[5062bbf]	1407	Check validity of value enter in the Q range field
[12eac73]	1408	"""
[6ff97c5]	1409	tcrtl = event.GetEventObject()
[12eac73]	1410	#Clear msg if previously shown.
[308fa87]	1411	msg = ""
[ae84427]	1412	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[33477fd]	1413	# For theory mode
	1414	if not self.data.is_data:
[d2c4c06]	1415	self.npts_x = self.Npts_total.GetValue()
	1416	self.Npts_fit.SetValue(self.npts_x)
[33477fd]	1417	self.create_default_data()
[12eac73]	1418	# Flag to register when a parameter has changed.
[308fa87]	1419	if tcrtl.GetValue().lstrip().rstrip() != "":
[12eac73]	1420	try:
	1421	tcrtl.SetBackgroundColour(wx.WHITE)
	1422	# If qmin and qmax have been modified, update qmin and qmax
[308fa87]	1423	if self._validate_qrange(self.qmin, self.qmax):
[f95301b]	1424	tempmin = float(self.qmin.GetValue())
[12eac73]	1425	if tempmin != self.qmin_x:
	1426	self.qmin_x = tempmin
	1427	tempmax = float(self.qmax.GetValue())
	1428	if tempmax != self.qmax_x:
	1429	self.qmax_x = tempmax
	1430	else:
	1431	tcrtl.SetBackgroundColour("pink")
[308fa87]	1432	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1433	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1434	return
[12eac73]	1435	except:
	1436	tcrtl.SetBackgroundColour("pink")
[308fa87]	1437	msg = "Model Error:wrong value entered : %s" % sys.exc_value
[ae84427]	1438	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[308fa87]	1439	return
[12eac73]	1440	#Check if # of points for theory model are valid(>0).
[51a71a3]	1441	# check for 2d
[6ff97c5]	1442	if self.data.__class__.__name__ == "Data2D" or \
	1443	self.enable2D:
[308fa87]	1444	# set mask
	1445	radius = numpy.sqrt(self.data.qx_data * self.data.qx_data +
	1446	self.data.qy_data * self.data.qy_data)
	1447	index_data = ((self.qmin_x <= radius) & \
	1448	(radius <= self.qmax_x))
	1449	index_data = (index_data) & (self.data.mask)
	1450	index_data = (index_data) & (numpy.isfinite(self.data.data))
[6ff97c5]	1451	if len(index_data[index_data]) < 10:
	1452	msg = "Cannot Plot :No or too little npts in"
	1453	msg += " that data range!!! "
[ae84427]	1454	wx.PostEvent(self._manager.parent,
[6ff97c5]	1455	StatusEvent(status=msg))
	1456	return
[51a71a3]	1457	else:
[3b70cc7]	1458	#self.data.mask = index_data
[6ff97c5]	1459	#self.Npts_fit.SetValue(str(len(self.data.mask)))
[bf5e985]	1460	self.show_npts2fit()
[0cf97c5]	1461	else:
[308fa87]	1462	index_data = ((self.qmin_x <= self.data.x) & \
[6ff97c5]	1463	(self.data.x <= self.qmax_x))
	1464	self.Npts_fit.SetValue(str(len(self.data.x[index_data])))
	1465
	1466	self.npts_x = self.Npts_total.GetValue()
	1467	self.create_default_data()
	1468	self._save_plotting_range()
[12eac73]	1469	else:
[308fa87]	1470	tcrtl.SetBackgroundColour("pink")
	1471	msg = "Model Error:wrong value entered!!!"
[ae84427]	1472	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[12eac73]	1473
[f72333f]	1474	self._draw_model()
[12eac73]	1475	self.save_current_state()
[308fa87]	1476	event = PageInfoEvent(page=self)
[12eac73]	1477	wx.PostEvent(self.parent, event)
[308fa87]	1478	self.state_change = False
[51a71a3]	1479	return
[5062bbf]	1480
[edd166b]	1481	def _clear_Err_on_Fit(self):
	1482	"""
[308fa87]	1483	hide the error text control shown
[5062bbf]	1484	after fitting
[edd166b]	1485	"""
[9e11cf5]	1486
[ce92ded]	1487	if self.is_mac:
	1488	return
[308fa87]	1489	if hasattr(self, "text2_3"):
[edd166b]	1490	self.text2_3.Hide()
	1491
[308fa87]	1492	if len(self.parameters) > 0:
[edd166b]	1493	for item in self.parameters:
[940aca7]	1494	if item[0].IsShown():
[9e11cf5]	1495	#Skip the angle parameters if 1D data
[940aca7]	1496	if self.data.__class__.__name__ != "Data2D" and \
	1497	not self.enable2D:
	1498	if item in self.orientation_params:
	1499	continue
	1500	if item in self.param_toFit:
[edd166b]	1501	continue
[940aca7]	1502	## hide statictext +/-
	1503	if len(item) < 4:
	1504	continue
	1505	if item[3] != None and item[3].IsShown():
	1506	item[3].Hide()
	1507	## hide textcrtl for error after fit
	1508	if item[4] != None and item[4].IsShown():
	1509	item[4].Hide()
[7975f2b]	1510
[308fa87]	1511	if len(self.fittable_param) > 0:
[edd166b]	1512	for item in self.fittable_param:
[940aca7]	1513	if item[0].IsShown():
[9e11cf5]	1514	#Skip the angle parameters if 1D data
[940aca7]	1515	if self.data.__class__.__name__ != "Data2D" and \
	1516	not self.enable2D:
	1517	if item in self.orientation_params:
	1518	continue
	1519	if item in self.param_toFit:
[edd166b]	1520	continue
[940aca7]	1521	if len(item) < 4:
	1522	continue
	1523	## hide statictext +/-
	1524	if item[3] != None and item[3].IsShown():
	1525	item[3].Hide()
	1526	## hide textcrtl for error after fit
	1527	if item[4] != None and item[4].IsShown():
	1528	item[4].Hide()
[308fa87]	1529	return
[920a6e5]	1530
[7609f1a]	1531	def _get_defult_custom_smear(self):
	1532	"""
[5062bbf]	1533	Get the defult values for custum smearing.
[7609f1a]	1534	"""
	1535	# get the default values
[308fa87]	1536	if self.dxl == None:
	1537	self.dxl = 0.0
	1538	if self.dxw == None:
	1539	self.dxw = ""
	1540	if self.dx_min == None:
	1541	self.dx_min = SMEAR_SIZE_L
	1542	if self.dx_max == None:
	1543	self.dx_max = SMEAR_SIZE_H
[7609f1a]	1544
	1545	def _get_smear_info(self):
	1546	"""
[5062bbf]	1547	Get the smear info from data.
	1548
[308fa87]	1549	:return: self.smear_type, self.dq_l and self.dq_r,
	1550	respectively the type of the smear, dq_min and
	1551	dq_max for pinhole smear data
[7609f1a]	1552	while dxl and dxw for slit smear
	1553	"""
	1554	# default
	1555	self.smear_type = None
	1556	self.dq_l = None
	1557	self.dq_r = None
[f72333f]	1558	data = self.data
	1559	if self.data is None:
[7609f1a]	1560	return
[308fa87]	1561	elif self.data.__class__.__name__ == "Data2D" or \
	1562	self.enable2D:
	1563	if data.dqx_data == None or data.dqy_data == None:
[f72333f]	1564	return
[308fa87]	1565	elif self.current_smearer != None \
	1566	and data.dqx_data.any() != 0 \
	1567	and data.dqx_data.any() != 0:
[f72333f]	1568	self.smear_type = "Pinhole2d"
[308fa87]	1569	self.dq_l = format_number(numpy.average(data.dqx_data))
	1570	self.dq_r = format_number(numpy.average(data.dqy_data))
	1571	return
	1572	else:
[f72333f]	1573	return
[7609f1a]	1574	# check if it is pinhole smear and get min max if it is.
[308fa87]	1575	if data.dx != None and all(data.dx != 0):
	1576	self.smear_type = "Pinhole"
[f72333f]	1577	self.dq_l = data.dx[0]
	1578	self.dq_r = data.dx[-1]
[7609f1a]	1579
	1580	# check if it is slit smear and get min max if it is.
[308fa87]	1581	elif data.dxl != None or data.dxw != None:
	1582	self.smear_type = "Slit"
	1583	if data.dxl != None and all(data.dxl != 0):
[7609f1a]	1584	self.dq_l = data.dxl[0]
[308fa87]	1585	if data.dxw != None and all(data.dxw != 0):
	1586	self.dq_r = data.dxw[0]
	1587	#return self.smear_type,self.dq_l,self.dq_r
[7609f1a]	1588
[308fa87]	1589	def _show_smear_sizer(self):
[7609f1a]	1590	"""
[5062bbf]	1591	Show only the sizers depending on smear selection
[7609f1a]	1592	"""
[f72333f]	1593	# smear disabled
[7609f1a]	1594	if self.disable_smearer.GetValue():
	1595	self.smear_description_none.Show(True)
[f72333f]	1596	# 2Dsmear
	1597	elif self._is_2D():
	1598	self.smear_description_accuracy_type.Show(True)
	1599	self.smear_accuracy.Show(True)
	1600	self.smear_description_accuracy_type.Show(True)
	1601	self.smear_description_2d.Show(True)
	1602	self.smear_description_2d_x.Show(True)
	1603	self.smear_description_2d_y.Show(True)
	1604	if self.pinhole_smearer.GetValue():
	1605	self.smear_pinhole_min.Show(True)
	1606	self.smear_pinhole_max.Show(True)
	1607	# smear from data
[7609f1a]	1608	elif self.enable_smearer.GetValue():
[f72333f]	1609
[7609f1a]	1610	self.smear_description_dqdata.Show(True)
	1611	if self.smear_type != None:
	1612	self.smear_description_smear_type.Show(True)
	1613	if self.smear_type == 'Slit':
	1614	self.smear_description_slit_height.Show(True)
[308fa87]	1615	self.smear_description_slit_width.Show(True)
[7609f1a]	1616	elif self.smear_type == 'Pinhole':
	1617	self.smear_description_pin_min.Show(True)
	1618	self.smear_description_pin_max.Show(True)
[f72333f]	1619	self.smear_description_smear_type.Show(True)
	1620	self.smear_description_type.Show(True)
[7609f1a]	1621	self.smear_data_left.Show(True)
	1622	self.smear_data_right.Show(True)
[f72333f]	1623	# custom pinhole smear
[7609f1a]	1624	elif self.pinhole_smearer.GetValue():
[f72333f]	1625	if self.smear_type == 'Pinhole':
	1626	self.smear_message_new_p.Show(True)
	1627	self.smear_description_pin_min.Show(True)
	1628	self.smear_description_pin_max.Show(True)
	1629
[7609f1a]	1630	self.smear_pinhole_min.Show(True)
	1631	self.smear_pinhole_max.Show(True)
[f72333f]	1632	# custom slit smear
[7609f1a]	1633	elif self.slit_smearer.GetValue():
	1634	self.smear_message_new_s.Show(True)
	1635	self.smear_description_slit_height.Show(True)
	1636	self.smear_slit_height.Show(True)
	1637	self.smear_description_slit_width.Show(True)
	1638	self.smear_slit_width.Show(True)
	1639
	1640	def _hide_all_smear_info(self):
	1641	"""
[5062bbf]	1642	Hide all smearing messages in the set_smearer sizer
[7609f1a]	1643	"""
	1644	self.smear_description_none.Hide()
	1645	self.smear_description_dqdata.Hide()
	1646	self.smear_description_type.Hide()
	1647	self.smear_description_smear_type.Hide()
[f72333f]	1648	self.smear_description_accuracy_type.Hide()
	1649	self.smear_description_2d_x.Hide()
	1650	self.smear_description_2d_y.Hide()
[7609f1a]	1651	self.smear_description_2d.Hide()
[f72333f]	1652
	1653	self.smear_accuracy.Hide()
[7609f1a]	1654	self.smear_data_left.Hide()
	1655	self.smear_data_right.Hide()
	1656	self.smear_description_pin_min.Hide()
	1657	self.smear_pinhole_min.Hide()
	1658	self.smear_description_pin_max.Hide()
	1659	self.smear_pinhole_max.Hide()
	1660	self.smear_description_slit_height.Hide()
	1661	self.smear_slit_height.Hide()
	1662	self.smear_description_slit_width.Hide()
	1663	self.smear_slit_width.Hide()
	1664	self.smear_message_new_p.Hide()
	1665	self.smear_message_new_s.Hide()
	1666
[f72333f]	1667	def _set_accuracy_list(self):
	1668	"""
[308fa87]	1669	Set the list of an accuracy in 2D custum smear:
	1670	Xhigh, High, Med, or Low
[f72333f]	1671	"""
	1672	# list of accuracy choices
[308fa87]	1673	list = ['Low', 'Med', 'High', 'Xhigh']
[f72333f]	1674	for idx in range(len(list)):
[308fa87]	1675	self.smear_accuracy.Append(list[idx], idx)
[f72333f]	1676
[308fa87]	1677	def _set_fun_box_list(self, fun_box):
[fb59ed9]	1678	"""
	1679	Set the list of func for multifunctional models
	1680	"""
	1681	# Check if it is multi_functional model
[8960479]	1682	if self.model.__class__ not in self.model_list_box["Multi-Functions"] \
	1683	and not self.temp_multi_functional:
[fb59ed9]	1684	return None
	1685	# Get the func name list
	1686	list = self.model.fun_list
	1687	if len(list) == 0:
	1688	return None
	1689	# build function (combo)box
	1690	ind = 0
	1691	while(ind < len(list)):
	1692	for key, val in list.iteritems():
	1693	if (val == ind):
[308fa87]	1694	fun_box.Append(key, val)
[fb59ed9]	1695	break
	1696	ind += 1
	1697
[308fa87]	1698	def _on_select_accuracy(self, event):
[f72333f]	1699	"""
[5062bbf]	1700	Select an accuracy in 2D custom smear: Xhigh, High, Med, or Low
[f72333f]	1701	"""
	1702	#event.Skip()
[4fbc93e]	1703	# Check if the accuracy is same as before
	1704	#self.smear2d_accuracy = event.GetEventObject().GetValue()
	1705	self.smear2d_accuracy = self.smear_accuracy.GetValue()
[f72333f]	1706	if self.pinhole_smearer.GetValue():
	1707	self.onPinholeSmear(event=None)
[308fa87]	1708	else:
[4fbc93e]	1709	self.onSmear(event=None)
	1710	if self.current_smearer != None:
[075d073]	1711	self.current_smearer.set_accuracy(accuracy=\
	1712	self.smear2d_accuracy)
[f72333f]	1713	event.Skip()
[fb59ed9]	1714
[308fa87]	1715	def _on_fun_box(self, event):
[fb59ed9]	1716	"""
	1717	Select an func: Erf,Rparabola,LParabola
	1718	"""
	1719	fun_val = None
	1720	fun_box = event.GetEventObject()
	1721	name = fun_box.Name
	1722	value = fun_box.GetValue()
[308fa87]	1723	if value in self.model.fun_list:
[fb59ed9]	1724	fun_val = self.model.fun_list[value]
	1725
[308fa87]	1726	self.model.setParam(name, fun_val)
[fb59ed9]	1727	# save state
[308fa87]	1728	self._copy_parameters_state(self.str_parameters,
[d7b7156]	1729	self.state.str_parameters)
[fb59ed9]	1730	# update params
[308fa87]	1731	self._update_paramv_on_fit()
[fb59ed9]	1732	# draw
	1733	self._draw_model()
	1734	self.Refresh()
	1735	# get ready for new event
	1736	event.Skip()
[4fbc93e]	1737
[308fa87]	1738	def _onMask(self, event):
[51a71a3]	1739	"""
[5062bbf]	1740	Build a panel to allow to edit Mask
[51a71a3]	1741	"""
[79492222]	1742	from sas.guiframe.local_perspectives.plotting.masking \
[d7b7156]	1743	import MaskPanel as MaskDialog
[51a71a3]	1744
[25952cd]	1745	self.panel = MaskDialog(base=self, data=self.data, id=wx.NewId())
[51a71a3]	1746	self.panel.ShowModal()
	1747
[c365765]	1748	def _draw_masked_model(self, event):
[f72333f]	1749	"""
	1750	Draw model image w/mask
	1751	"""
[51a71a3]	1752	is_valid_qrange = self._update_paramv_on_fit()
[247cb58]	1753
[6d03e00]	1754	if is_valid_qrange and self.model != None:
[c365765]	1755	self.panel.MakeModal(False)
[308fa87]	1756	event.Skip()
[247cb58]	1757	# try re draw the model plot if it exists
[2e51013]	1758	self._draw_model()
[bf5e985]	1759	self.show_npts2fit()
[247cb58]	1760	elif self.model == None:
[c365765]	1761	self.panel.MakeModal(False)
	1762	event.Skip()
[bf5e985]	1763	self.show_npts2fit()
[308fa87]	1764	msg = "No model is found on updating MASK in the model plot... "
[ae84427]	1765	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[51a71a3]	1766	else:
[c365765]	1767	event.Skip()
[247cb58]	1768	msg = ' Please consider your Q range, too.'
[51a71a3]	1769	self.panel.ShowMessage(msg)
[48bab15]	1770
[6bbeacd4]	1771	def _set_smear(self, data):
	1772	"""
[075d073]	1773	Set_smear
[6bbeacd4]	1774	"""
	1775	if data is None:
	1776	return
[6e4c9fe]	1777	self.current_smearer = smear_selection(data, self.model)
[308fa87]	1778	flag = self.disable_smearer.GetValue()
[9c1af44]	1779	self.disable_smearer.SetValue(flag)
[6e4c9fe]	1780	if self.current_smearer == None:
[6bbeacd4]	1781	self.enable_smearer.Disable()
	1782	else:
	1783	self.enable_smearer.Enable()
[9c1af44]	1784	if not flag:
	1785	self.onSmear(None)
[f6aee42]	1786
	1787	def _mac_sleep(self, sec=0.2):
	1788	"""
	1789	Give sleep to MAC
	1790	"""
	1791	if self.is_mac:
	1792	time.sleep(sec)
	1793
[a5701e6]	1794	def get_view_mode(self):
	1795	"""
	1796	return True if the panel allow 2D or False if 1D
	1797	"""
	1798	return self.enable2D
	1799
[a6d3553]	1800	def compute_data_set_range(self, data_list):
[4225aed]	1801	"""
	1802	find the range that include all data in the set
	1803	return the minimum and the maximum values
	1804	"""
[a6d3553]	1805	if data_list is not None and data_list != []:
	1806	for data in data_list:
	1807	qmin, qmax, npts = self.compute_data_range(data)
	1808	self.qmin_data_set = min(self.qmin_data_set, qmin)
	1809	self.qmax_data_set = max(self.qmax_data_set, qmax)
	1810	self.npts_data_set += npts
	1811	return self.qmin_data_set, self.qmax_data_set, self.npts_data_set
[4225aed]	1812
[75daa79]	1813	def compute_data_range(self, data):
	1814	"""
	1815	compute the minimum and the maximum range of the data
	1816	return the npts contains in data
	1817	:param data:
	1818	"""
	1819	qmin, qmax, npts = None, None, None
	1820	if data is not None:
[308fa87]	1821	if not hasattr(data, "data"):
[83b81b8]	1822	try:
	1823	qmin = min(data.x)
	1824	# Maximum value of data
	1825	qmax = max(data.x)
	1826	npts = len(data.x)
	1827	except:
	1828	msg = "Unable to find min/max/length of \n data named %s"% \
	1829	data.filename
	1830	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
	1831	info="error"))
	1832	raise ValueError, msg
	1833
[75daa79]	1834	else:
	1835	qmin = 0
[83b81b8]	1836	try:
	1837	x = max(math.fabs(data.xmin), math.fabs(data.xmax))
	1838	y = max(math.fabs(data.ymin), math.fabs(data.ymax))
	1839	except:
	1840	msg = "Unable to find min/max of \n data named %s"% \
	1841	data.filename
	1842	wx.PostEvent(self._manager.parent, StatusEvent(status=msg,
	1843	info="error"))
	1844	raise ValueError, msg
[308fa87]	1845	## Maximum value of data
	1846	qmax = math.sqrt(x * x + y * y)
[75daa79]	1847	npts = len(data.data)
	1848	return qmin, qmax, npts
	1849
[9237df4]	1850	def set_data(self, data):
[882a912]	1851	"""
[308fa87]	1852	reset the current data
[882a912]	1853	"""
[cc31608]	1854	id = None
[6bbeacd4]	1855	flag = False
[5e48acb]	1856	is_data = False
[b11e127]	1857	try:
	1858	old_id = self.data.id
	1859	old_group_id = self.data.group_id
	1860	except:
	1861	old_id = id
	1862	old_group_id = id
[6ff97c5]	1863	if self.data is not None:
[308fa87]	1864	is_data = check_data_validity(self.data)
[5e48acb]	1865	if not is_data and data is not None:
[6ff97c5]	1866	flag = True
[cc31608]	1867	if data is not None:
	1868	id = data.id
[5e48acb]	1869	if is_data:
	1870	self.graph_id = self.data.group_id
[cc31608]	1871	flag = (data.id != self.data.id)
[9237df4]	1872	self.data = data
[5e48acb]	1873	if check_data_validity(data):
	1874	self.graph_id = data.group_id
	1875	self.data.group_id = self.graph_id
	1876
[9237df4]	1877	if self.data is None:
	1878	data_name = ""
[982e953]	1879	self._set_bookmark_flag(False)
[2657df9]	1880	self._keep.Enable(False)
[982e953]	1881	self._set_save_flag(False)
[9237df4]	1882	else:
[1258aa3]	1883	if self.model != None:
[940aca7]	1884	self._set_bookmark_flag(not self.batch_on)
	1885	self._keep.Enable(not self.batch_on)
[3e001f9]	1886	if self.data.is_data:
	1887	self._set_save_flag(True)
	1888	self._set_preview_flag(True)
[ba1f0b2]	1889
[6bbeacd4]	1890	self._set_smear(data)
[7609f1a]	1891	# more disables for 2D
[308fa87]	1892	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	1893	self.enable2D:
[7609f1a]	1894	self.slit_smearer.Disable()
[308fa87]	1895	self.pinhole_smearer.Enable(True)
[51a71a3]	1896	self.default_mask = copy.deepcopy(self.data.mask)
[55bb249c]	1897	if self.data.err_data == None or\
	1898	(self.data.err_data == 1).all() or\
	1899	(self.data.err_data == 0).all():
	1900	self.dI_didata.Enable(False)
	1901	self.dI_noweight.SetValue(True)
	1902	self.weightbt_string = self.dI_noweight.GetLabelText()
	1903	else:
	1904	self.dI_didata.Enable(True)
	1905	self.dI_didata.SetValue(True)
	1906	self.weightbt_string = self.dI_didata.GetLabelText()
[0f8f831]	1907	else:
[308fa87]	1908	self.slit_smearer.Enable(True)
	1909	self.pinhole_smearer.Enable(True)
[55bb249c]	1910	if self.data.dy == None or\
	1911	(self.data.dy == 1).all() or\
	1912	(self.data.dy == 0).all():
	1913	self.dI_didata.Enable(False)
	1914	self.dI_noweight.SetValue(True)
	1915	self.weightbt_string = self.dI_noweight.GetLabelText()
	1916	else:
	1917	self.dI_didata.Enable(True)
	1918	self.dI_didata.SetValue(True)
	1919	self.weightbt_string = self.dI_didata.GetLabelText()
[308fa87]	1920	# Enable weighting radio uttons
	1921	self.dI_noweight.Enable(True)
[55bb249c]	1922	self.dI_sqrdata.Enable(True)
	1923	self.dI_idata.Enable(True)
	1924
[ea5fa58]	1925	self.formfactorbox.Enable()
[ffa69b6]	1926	self.structurebox.Enable()
[9237df4]	1927	data_name = self.data.name
[308fa87]	1928	_, _, npts = self.compute_data_range(self.data)
[9237df4]	1929	#set maximum range for x in linear scale
[308fa87]	1930	if not hasattr(self.data, "data"): # Display only for 1D data fit
	1931	self.btEditMask.Disable()
[19403da]	1932	self.EditMask_title.Disable()
[9237df4]	1933	else:
[308fa87]	1934	self.btEditMask.Enable()
	1935	self.EditMask_title.Enable()
[dafc36f]	1936
[75daa79]	1937	self.Npts_total.SetValue(str(npts))
	1938	#default:number of data points selected to fit
	1939	self.Npts_fit.SetValue(str(npts))
[e9875db]	1940	self.Npts_total.SetEditable(False)
	1941	self.Npts_total.SetBackgroundColour(\
	1942	self.GetParent().GetBackgroundColour())
	1943
[bc0e08d]	1944	self.Npts_total.Bind(wx.EVT_MOUSE_EVENTS, self._npts_click)
[cb270ad2]	1945	self.pointsbox.Disable()
[9237df4]	1946	self.dataSource.SetValue(data_name)
[ffa69b6]	1947	self.state.data = data
[6ff97c5]	1948	self.enable_fit_button()
[308fa87]	1949	# send graph_id to page_finder
[5e48acb]	1950	self._manager.set_graph_id(uid=self.uid, graph_id=self.graph_id)
[dafc36f]	1951	#focus the page
	1952	if check_data_validity(data):
	1953	self.data_box_description.SetForegroundColour(wx.BLUE)
[1345f2f]	1954
	1955	if self.batch_on:
	1956	self.slit_smearer.Enable(False)
	1957	self.pinhole_smearer.Enable(False)
[308fa87]	1958	self.btEditMask.Disable()
[f3f6746]	1959	self.EditMask_title.Disable()
	1960
[4679e16]	1961	self.on_set_focus(None)
[dafc36f]	1962	self.Refresh()
[6bbeacd4]	1963	#update model plot with new data information
	1964	if flag:
[e2f0554]	1965	#set model view button
[269df2b]	1966	if not self.enable_smearer.GetValue():
	1967	self.disable_smearer.SetValue(True)
	1968	self.onSmear(None)
	1969
[e2f0554]	1970	if self.data.__class__.__name__ == "Data2D":
	1971	self.enable2D = True
	1972	self.model_view.SetLabel("2D Mode")
	1973	else:
	1974	self.enable2D = False
	1975	self.model_view.SetLabel("1D Mode")
	1976	self.model_view.Disable()
[cc31608]	1977	#replace data plot on combo box selection
	1978	#by removing the previous selected data
[b11e127]	1979	try:
	1980	wx.PostEvent(self._manager.parent,
[ae84427]	1981	NewPlotEvent(action="delete",
[b11e127]	1982	group_id=old_group_id, id=old_id))
	1983	except:
	1984	pass
[cc31608]	1985	#plot the current selected data
[308fa87]	1986	wx.PostEvent(self._manager.parent,
[940aca7]	1987	NewPlotEvent(action="check", plot=self.data,
[308fa87]	1988	title=str(self.data.title)))
[6bbeacd4]	1989	self._draw_model()
[515bf4f]	1990
[e9875db]	1991	def _npts_click(self, event):
	1992	"""
	1993	Prevent further handling of the mouse event on Npts_total
	1994	by not calling Skip().
[308fa87]	1995	"""
[e9875db]	1996	pass
	1997
[308fa87]	1998	def reset_page(self, state, first=False):
[a074145]	1999	"""
[5062bbf]	2000	reset the state
[a074145]	2001	"""
[ae4c139]	2002	try:
	2003	self.reset_page_helper(state)
	2004
	2005	self.select_param(event=None)
	2006	#Save state_fit
	2007	self.save_current_state_fit()
	2008	except:
	2009	self._show_combox_helper()
	2010	msg = "Error: This model state has missing or outdated "
	2011	msg += "information.\n"
	2012	msg += "%s"% (sys.exc_value)
[ae84427]	2013	wx.PostEvent(self._manager.parent,
[ae4c139]	2014	StatusEvent(status=msg, info="error"))
[7975f2b]	2015	self._lay_out()
[c985bef]	2016	self.Refresh()
[edd166b]	2017
[2140e68]	2018	def get_range(self):
	2019	"""
[5062bbf]	2020	return the fitting range
[2140e68]	2021	"""
[308fa87]	2022	return float(self.qmin_x), float(self.qmax_x)
[7975f2b]	2023
	2024	def get_npts2fit(self):
	2025	"""
[5062bbf]	2026	return numbers of data points within qrange
	2027
[386ffe1]	2028	:Note: This is to normalize chisq by Npts of fit
[5062bbf]	2029
[7975f2b]	2030	"""
[6bbeacd4]	2031	if self.data is None:
	2032	return
[7975f2b]	2033	npts2fit = 0
[308fa87]	2034	qmin, qmax = self.get_range()
[ba1f0b2]	2035	if self.data.__class__.__name__ == "Data2D" or \
	2036	self.enable2D:
[308fa87]	2037	radius = numpy.sqrt(self.data.qx_data * self.data.qx_data +
	2038	self.data.qy_data * self.data.qy_data)
	2039	index_data = (self.qmin_x <= radius) & (radius <= self.qmax_x)
	2040	index_data = (index_data) & (self.data.mask)
	2041	index_data = (index_data) & (numpy.isfinite(self.data.data))
[51a71a3]	2042	npts2fit = len(self.data.data[index_data])
[7975f2b]	2043	else:
	2044	for qx in self.data.x:
[308fa87]	2045	if qx >= qmin and qx <= qmax:
	2046	npts2fit += 1
[7975f2b]	2047	return npts2fit
	2048
[bf5e985]	2049	def show_npts2fit(self):
[51a71a3]	2050	"""
[308fa87]	2051	setValue Npts for fitting
[51a71a3]	2052	"""
	2053	self.Npts_fit.SetValue(str(self.get_npts2fit()))
	2054
[c69b6d5]	2055	def get_chi2(self):
	2056	"""
[5062bbf]	2057	return the current chi2
[c69b6d5]	2058	"""
[2012eae]	2059	return self.tcChi.GetValue()
[c77d859]	2060
[2296316]	2061	def onsetValues(self, chisqr, p_name, out, cov):
[c77d859]	2062	"""
[5062bbf]	2063	Build the panel from the fit result
	2064
	2065	:param chisqr: Value of the goodness of fit metric
	2066	:param p_name: the name of parameters
	2067	:param out: list of parameter with the best value found during fitting
	2068	:param cov: Covariance matrix
	2069
[c77d859]	2070	"""
[9e11cf5]	2071
[80f56a3]	2072	# make sure stop button to fit button all the time
	2073	self._on_fit_complete()
[edd166b]	2074	if out == None or not numpy.isfinite(chisqr):
[ac2b835]	2075	raise ValueError, "Fit error occured..."
[edd166b]	2076
	2077	is_modified = False
[308fa87]	2078	has_error = False
	2079	dispersity = ''
[7975f2b]	2080
	2081	#Hide textctrl boxes of errors.
[308fa87]	2082	self._clear_Err_on_Fit()
[7975f2b]	2083
	2084	#Check if chi2 is finite
[2296316]	2085	if chisqr != None and numpy.isfinite(chisqr):
[308fa87]	2086	#format chi2
	2087	chi2 = format_number(chisqr, True)
	2088	self.tcChi.SetValue(chi2)
	2089	self.tcChi.Refresh()
[7975f2b]	2090	else:
[2012eae]	2091	self.tcChi.SetValue("-")
[c13b8cc]	2092
[edd166b]	2093	#Hide error title
[ce92ded]	2094	if self.text2_3.IsShown() and not self.is_mac:
	2095	self.text2_3.Hide()
[edd166b]	2096
[e473e4f5]	2097	try:
[2296316]	2098	if self.enable_disp.GetValue():
[308fa87]	2099	if hasattr(self, "text_disp_1"):
[ce92ded]	2100	if self.text_disp_1 != None and not self.is_mac:
[2296316]	2101	self.text_disp_1.Hide()
[e473e4f5]	2102	except:
[bd0a098e]	2103	dispersity = None
[e473e4f5]	2104	pass
[6a4002d]	2105
	2106	i = 0
	2107	#Set the panel when fit result are list
[9e11cf5]	2108
[308fa87]	2109	for item in self.param_toFit:
	2110	if len(item) > 5 and item != None:
[9e11cf5]	2111
[940aca7]	2112	if item[0].IsShown():
	2113	## reset error value to initial state
	2114	if not self.is_mac:
	2115	item[3].Hide()
	2116	item[4].Hide()
	2117	for ind in range(len(out)):
	2118	if item[1] == p_name[ind]:
	2119	break
	2120	if len(out) > 0 and out[ind] != None:
	2121	val_out = format_number(out[ind], True)
	2122	item[2].SetValue(val_out)
	2123
	2124	if(cov != None and len(cov) == len(out)):
	2125	try:
	2126	if dispersity != None:
	2127	if self.enable_disp.GetValue():
	2128	if hasattr(self, "text_disp_1"):
	2129	if self.text_disp_1 != None:
	2130	if not self.text_disp_1.IsShown()\
	2131	and not self.is_mac:
	2132	self.text_disp_1.Show(True)
	2133	except:
	2134	pass
	2135
	2136	if cov[ind] != None:
	2137	if numpy.isfinite(float(cov[ind])):
	2138	val_err = format_number(cov[ind], True)
	2139	if not self.is_mac:
	2140	item[3].Show(True)
	2141	item[4].Show(True)
[9e11cf5]	2142	item[4].SetForegroundColour(wx.BLACK)
	2143	item[4].SetValue(val_err)
	2144	has_error = True
	2145	else:
	2146	val_err = 'NaN'
	2147	if not self.is_mac:
	2148	item[3].Show(True)
	2149	item[4].Show(True)
	2150	item[4].SetForegroundColour(wx.RED)
[940aca7]	2151	item[4].SetValue(val_err)
	2152	has_error = True
[308fa87]	2153	i += 1
[940aca7]	2154	else:
	2155	raise ValueError, "onsetValues: Invalid parameters..."
[c99a6c5]	2156	#Show error title when any errors displayed
[308fa87]	2157	if has_error:
[c99a6c5]	2158	if not self.text2_3.IsShown():
[308fa87]	2159	self.text2_3.Show(True)
	2160	## save current state
	2161	self.save_current_state()
[c4d723b]	2162
[3821f64]	2163	if not self.is_mac:
[308fa87]	2164	self.Layout()
	2165	self.Refresh()
	2166	self._mac_sleep(0.1)
[37290c4]	2167	#plot model ( when drawing, do not update chisqr value again)
[308fa87]	2168	self._draw_model(update_chisqr=False, source='fit')
[55bb249c]	2169
	2170	def onWeighting(self, event):
	2171	"""
	2172	On Weighting radio button event, sets the weightbt_string
	2173	"""
	2174	self.weightbt_string = event.GetEventObject().GetLabelText()
[3fb5e68]	2175	self._set_weight()
	2176
	2177	def _set_weight(self, is_2D=None):
	2178	"""
	2179	Set weight in fit problem
	2180	"""
[342dc442]	2181	# compute weight for the current data
[b9a5f0e]	2182	from sas.perspectives.fitting.utils import get_weight
[342dc442]	2183	flag_weight = self.get_weight_flag()
[3fb5e68]	2184	if is_2D == None:
	2185	is_2D = self._is_2D()
[308fa87]	2186	weight = get_weight(data=self.data,
	2187	is2d=is_2D,
[342dc442]	2188	flag=flag_weight)
[308fa87]	2189	self._manager.set_fit_weight(uid=self.uid,
	2190	flag=flag_weight,
	2191	is2d=is_2D,
[342dc442]	2192	fid=None)
[55bb249c]	2193
[7609f1a]	2194	def onPinholeSmear(self, event):
	2195	"""
[5062bbf]	2196	Create a custom pinhole smear object that will change the way residuals
	2197	are compute when fitting
	2198
	2199	:Note: accuracy is given by strings'High','Med', 'Low' FOR 2d,
	2200	None for 1D
	2201
[7609f1a]	2202	"""
[269df2b]	2203	if self.model == None:
[4470b10]	2204	self.disable_smearer.SetValue(True)
[269df2b]	2205	if event == None:
	2206	return
[308fa87]	2207	msg = "Please select a Model first..."
[4470b10]	2208	wx.MessageBox(msg, 'Info')
[308fa87]	2209	wx.PostEvent(self._manager.parent,
	2210	StatusEvent(status="Smear: %s" % msg))
[7609f1a]	2211	return
[4470b10]	2212
[2d409fa]	2213	# Need update param values
[308fa87]	2214	self._update_paramv_on_fit()
[f72333f]	2215
[7609f1a]	2216	# msg default
	2217	msg = None
	2218	if event != None:
[308fa87]	2219	tcrtl = event.GetEventObject()
[7609f1a]	2220	# event case of radio button
[308fa87]	2221	if tcrtl.GetValue() == True:
[7609f1a]	2222	self.dx_min = 0.0
	2223	self.dx_max = 0.0
	2224	is_new_pinhole = True
	2225	else:
	2226	is_new_pinhole = self._is_changed_pinhole()
[d493f66]	2227	else:
[308fa87]	2228	is_new_pinhole = True
[7609f1a]	2229	# if any value is changed
	2230	if is_new_pinhole:
	2231	msg = self._set_pinhole_smear()
[308fa87]	2232	# hide all silt sizer
[7609f1a]	2233	self._hide_all_smear_info()
[f72333f]	2234
[308fa87]	2235	# show relevant slit sizers
[7609f1a]	2236	self._show_smear_sizer()
[f72333f]	2237
[7609f1a]	2238	self.sizer_set_smearer.Layout()
[308fa87]	2239	self.Layout()
[7609f1a]	2240
[308fa87]	2241	if event != None:
	2242	event.Skip()
[7609f1a]	2243	#self._undo.Enable(True)
	2244	self.save_current_state()
[308fa87]	2245	event = PageInfoEvent(page=self)
[7609f1a]	2246	wx.PostEvent(self.parent, event)
	2247
[308fa87]	2248	def _is_changed_pinhole(self):
[7609f1a]	2249	"""
[5062bbf]	2250	check if any of pinhole smear is changed
	2251
	2252	:return: True or False
	2253
[7609f1a]	2254	"""
	2255	# get the values
	2256	pin_min = self.smear_pinhole_min.GetValue()
	2257	pin_max = self.smear_pinhole_max.GetValue()
	2258
[308fa87]	2259	# Check changes in slit width
[7609f1a]	2260	try:
	2261	dx_min = float(pin_min)
	2262	except:
	2263	return True
	2264	if self.dx_min != dx_min:
	2265	return True
	2266
	2267	# Check changes in slit heigth
	2268	try:
	2269	dx_max = float(pin_max)
	2270	except:
	2271	return True
	2272	if self.dx_max != dx_max:
	2273	return True
	2274	return False
	2275
	2276	def _set_pinhole_smear(self):
	2277	"""
[5062bbf]	2278	Set custom pinhole smear
	2279
	2280	:return: msg
	2281
[7609f1a]	2282	"""
	2283	# copy data
	2284	data = copy.deepcopy(self.data)
[f72333f]	2285	if self._is_2D():
	2286	self.smear_type = 'Pinhole2d'
	2287	len_data = len(data.data)
	2288	data.dqx_data = numpy.zeros(len_data)
	2289	data.dqy_data = numpy.zeros(len_data)
	2290	else:
	2291	self.smear_type = 'Pinhole'
	2292	len_data = len(data.x)
	2293	data.dx = numpy.zeros(len_data)
	2294	data.dxl = None
	2295	data.dxw = None
[7609f1a]	2296	msg = None
	2297
	2298	get_pin_min = self.smear_pinhole_min
[308fa87]	2299	get_pin_max = self.smear_pinhole_max
[7609f1a]	2300
[f72333f]	2301	if not check_float(get_pin_min):
	2302	get_pin_min.SetBackgroundColour("pink")
[308fa87]	2303	msg = "Model Error:wrong value entered!!!"
	2304	elif not check_float(get_pin_max):
[f72333f]	2305	get_pin_max.SetBackgroundColour("pink")
[308fa87]	2306	msg = "Model Error:wrong value entered!!!"
[f72333f]	2307	else:
[308fa87]	2308	if len_data < 2:
	2309	len_data = 2
[7609f1a]	2310	self.dx_min = float(get_pin_min.GetValue())
	2311	self.dx_max = float(get_pin_max.GetValue())
[f72333f]	2312	if self.dx_min < 0:
	2313	get_pin_min.SetBackgroundColour("pink")
[308fa87]	2314	msg = "Model Error:This value can not be negative!!!"
	2315	elif self.dx_max < 0:
[f72333f]	2316	get_pin_max.SetBackgroundColour("pink")
[308fa87]	2317	msg = "Model Error:This value can not be negative!!!"
	2318	elif self.dx_min != None and self.dx_max != None:
[f72333f]	2319	if self._is_2D():
[308fa87]	2320	data.dqx_data[data.dqx_data == 0] = self.dx_min
	2321	data.dqy_data[data.dqy_data == 0] = self.dx_max
[f72333f]	2322	elif self.dx_min == self.dx_max:
[308fa87]	2323	data.dx[data.dx == 0] = self.dx_min
	2324	else:
	2325	step = (self.dx_max - self.dx_min) / (len_data - 1)
	2326	data.dx = numpy.arange(self.dx_min,
	2327	self.dx_max + step / 1.1,
	2328	step)
	2329	elif self.dx_min != None:
	2330	if self._is_2D():
	2331	data.dqx_data[data.dqx_data == 0] = self.dx_min
[7609f1a]	2332	else:
[308fa87]	2333	data.dx[data.dx == 0] = self.dx_min
[7609f1a]	2334	elif self.dx_max != None:
[308fa87]	2335	if self._is_2D():
	2336	data.dqy_data[data.dqy_data == 0] = self.dx_max
	2337	else:
	2338	data.dx[data.dx == 0] = self.dx_max
[f867cd9]	2339	self.current_smearer = smear_selection(data, self.model)
[4fbc93e]	2340	# 2D need to set accuracy
[308fa87]	2341	if self._is_2D():
[075d073]	2342	self.current_smearer.set_accuracy(accuracy=\
	2343	self.smear2d_accuracy)
[7609f1a]	2344
[f72333f]	2345	if msg != None:
[308fa87]	2346	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[f72333f]	2347	else:
	2348	get_pin_min.SetBackgroundColour("white")
	2349	get_pin_max.SetBackgroundColour("white")
[7609f1a]	2350	## set smearing value whether or not the data contain the smearing info
[6ff97c5]	2351
[6bbeacd4]	2352	self._manager.set_smearer(smearer=self.current_smearer,
[075d073]	2353	fid=self.data.id,
	2354	qmin=float(self.qmin_x),
	2355	qmax=float(self.qmax_x),
	2356	enable_smearer=not self.disable_smearer.GetValue(),
	2357	uid=self.uid)
[7609f1a]	2358	return msg
	2359
	2360	def update_pinhole_smear(self):
	2361	"""
[5062bbf]	2362	called by kill_focus on pinhole TextCntrl
[308fa87]	2363	to update the changes
[5062bbf]	2364
	2365	:return: False when wrong value was entered
	2366
[7609f1a]	2367	"""
	2368	# msg default
	2369	msg = None
	2370	# check if any value is changed
	2371	if self._is_changed_pinhole():
[308fa87]	2372	msg = self._set_pinhole_smear()
[1363416]	2373	wx.CallAfter(self.save_current_state)
[7609f1a]	2374
	2375	if msg != None:
[308fa87]	2376	return False
[7609f1a]	2377	else:
	2378	return True
	2379
	2380	def onSlitSmear(self, event):
	2381	"""
[5062bbf]	2382	Create a custom slit smear object that will change the way residuals
	2383	are compute when fitting
[7609f1a]	2384	"""
[269df2b]	2385	if self.model == None:
[4470b10]	2386	self.disable_smearer.SetValue(True)
[269df2b]	2387	if event == None:
	2388	return
[308fa87]	2389	msg = "Please select a Model first..."
[4470b10]	2390	wx.MessageBox(msg, 'Info')
[308fa87]	2391	wx.PostEvent(self._manager.parent,
	2392	StatusEvent(status="Smear: %s" % msg))
[7609f1a]	2393	return
[4470b10]	2394
[2d409fa]	2395	# Need update param values
	2396	self._update_paramv_on_fit()
[f72333f]	2397
[7609f1a]	2398	# msg default
	2399	msg = None
	2400	# for event given
	2401	if event != None:
[308fa87]	2402	tcrtl = event.GetEventObject()
[7609f1a]	2403	# event case of radio button
	2404	if tcrtl.GetValue():
	2405	self.dxl = 0.0
	2406	self.dxw = 0.0
	2407	is_new_slit = True
	2408	else:
	2409	is_new_slit = self._is_changed_slit()
[d493f66]	2410	else:
[308fa87]	2411	is_new_slit = True
[4470b10]	2412
[7609f1a]	2413	# if any value is changed
	2414	if is_new_slit:
	2415	msg = self._set_slit_smear()
[4470b10]	2416
[7609f1a]	2417	# hide all silt sizer
[308fa87]	2418	self._hide_all_smear_info()
	2419	# show relevant slit sizers
[7609f1a]	2420	self._show_smear_sizer()
	2421	self.sizer_set_smearer.Layout()
	2422	self.Layout()
[4470b10]	2423
[7609f1a]	2424	if event != None:
[308fa87]	2425	event.Skip()
[7609f1a]	2426	self.save_current_state()
[308fa87]	2427	event = PageInfoEvent(page=self)
[7609f1a]	2428	wx.PostEvent(self.parent, event)
	2429	if msg != None:
[308fa87]	2430	wx.PostEvent(self._manager.parent, StatusEvent(status=msg))
[7609f1a]	2431
[308fa87]	2432	def _is_changed_slit(self):
[7609f1a]	2433	"""
[5062bbf]	2434	check if any of slit lengths is changed
	2435
	2436	:return: True or False
[4470b10]	2437
[5062bbf]	2438	"""
[7609f1a]	2439	# get the values
	2440	width = self.smear_slit_width.GetValue()
	2441	height = self.smear_slit_height.GetValue()
	2442
[308fa87]	2443	# check and change the box bg color if it was pink
[d7b7156]	2444	# but it should be white now
[7609f1a]	2445	# because this is the case that _set_slit_smear() will not handle
[308fa87]	2446	if height.lstrip().rstrip() == "":
[7609f1a]	2447	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
[308fa87]	2448	if width.lstrip().rstrip() == "":
[7609f1a]	2449	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
	2450
[308fa87]	2451	# Check changes in slit width
	2452	if width == "":
[7609f1a]	2453	dxw = 0.0
	2454	else:
	2455	try:
	2456	dxw = float(width)
	2457	except:
	2458	return True
	2459	if self.dxw != dxw:
	2460	return True
	2461
	2462	# Check changes in slit heigth
[308fa87]	2463	if height == "":
[7609f1a]	2464	dxl = 0.0
	2465	else:
	2466	try:
	2467	dxl = float(height)
	2468	except:
	2469	return True
	2470	if self.dxl != dxl:
	2471	return True
[4470b10]	2472
[7609f1a]	2473	return False
	2474
	2475	def _set_slit_smear(self):
	2476	"""
[5062bbf]	2477	Set custom slit smear
	2478
	2479	:return: message to inform the user about the validity
	2480	of the values entered for slit smear
[7609f1a]	2481	"""
[308fa87]	2482	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	2483	self.enable2D:
[0b12abb5]	2484	return
[7609f1a]	2485	# make sure once more if it is smearer
	2486	data = copy.deepcopy(self.data)
	2487	data_len = len(data.x)
	2488	data.dx = None
	2489	data.dxl = None
	2490	data.dxw = None
	2491	msg = None
	2492
	2493	try:
	2494	self.dxl = float(self.smear_slit_height.GetValue())
[308fa87]	2495	data.dxl = self.dxl * numpy.ones(data_len)
[7609f1a]	2496	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
[308fa87]	2497	except:
[0d795bf]	2498	self.dxl = None
[7609f1a]	2499	data.dxl = numpy.zeros(data_len)
[308fa87]	2500	if self.smear_slit_height.GetValue().lstrip().rstrip() != "":
[7609f1a]	2501	self.smear_slit_height.SetBackgroundColour("pink")
[308fa87]	2502	msg = "Wrong value entered... "
[7609f1a]	2503	else:
	2504	self.smear_slit_height.SetBackgroundColour(wx.WHITE)
	2505	try:
	2506	self.dxw = float(self.smear_slit_width.GetValue())
	2507	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[308fa87]	2508	data.dxw = self.dxw * numpy.ones(data_len)
	2509	except:
[0d795bf]	2510	self.dxw = None
[7609f1a]	2511	data.dxw = numpy.zeros(data_len)
[308fa87]	2512	if self.smear_slit_width.GetValue().lstrip().rstrip() != "":
[7609f1a]	2513	self.smear_slit_width.SetBackgroundColour("pink")
	2514	msg = "Wrong Fit value entered... "
	2515	else:
	2516	self.smear_slit_width.SetBackgroundColour(wx.WHITE)
[4470b10]	2517
[f867cd9]	2518	self.current_smearer = smear_selection(data, self.model)
[7609f1a]	2519	## set smearing value whether or not the data contain the smearing info
[308fa87]	2520	self._manager.set_smearer(smearer=self.current_smearer,
[6ff97c5]	2521	fid=self.data.id,
[308fa87]	2522	qmin=float(self.qmin_x),
	2523	qmax=float(self.qmax_x),
[6ff97c5]	2524	enable_smearer=not self.disable_smearer.GetValue(),
[308fa87]	2525	uid=self.uid)
[7609f1a]	2526	return msg
	2527
	2528	def update_slit_smear(self):
	2529	"""
[5062bbf]	2530	called by kill_focus on pinhole TextCntrl
[308fa87]	2531	to update the changes
[5062bbf]	2532
	2533	:return: False when wrong value was entered
	2534
[308fa87]	2535	"""
[7609f1a]	2536	# msg default
	2537	msg = None
	2538	# check if any value is changed
	2539	if self._is_changed_slit():
[308fa87]	2540	msg = self._set_slit_smear()
[7609f1a]	2541	#self._undo.Enable(True)
	2542	self.save_current_state()
	2543
	2544	if msg != None:
[308fa87]	2545	return False
[7609f1a]	2546	else:
	2547	return True
	2548
[c77d859]	2549	def onSmear(self, event):
	2550	"""
[5062bbf]	2551	Create a smear object that will change the way residuals
	2552	are compute when fitting
[c77d859]	2553	"""
[308fa87]	2554	if event != None:
	2555	event.Skip()
[6bbeacd4]	2556	if self.data is None:
[ffa69b6]	2557	return
[269df2b]	2558
[64bda1e]	2559	if self.model == None:
[4470b10]	2560	self.disable_smearer.SetValue(True)
[269df2b]	2561	if event == None:
	2562	return
[308fa87]	2563	msg = "Please select a Model first..."
[4470b10]	2564	wx.MessageBox(msg, 'Info')
[308fa87]	2565	wx.PostEvent(self._manager.parent,
	2566	StatusEvent(status="Smear: %s" % msg))
[2a2af47]	2567	return
[2d409fa]	2568	# Need update param values
	2569	self._update_paramv_on_fit()
[0617967b]	2570	if self.model != None:
	2571	if self.data.is_data:
[b0eeabf1]	2572	self._manager.page_finder[self.uid].add_data(data=self.data)
[308fa87]	2573	temp_smearer = self.on_smear_helper()
[6bbeacd4]	2574
[33477fd]	2575	self.sizer_set_smearer.Layout()
	2576	self.Layout()
	2577	self._set_weight()
	2578
	2579	## set smearing value whether or not the data contain the smearing info
[308fa87]	2580	wx.CallAfter(self._manager.set_smearer, uid=self.uid,
	2581	smearer=temp_smearer,
	2582	fid=self.data.id,
	2583	qmin=float(self.qmin_x),
	2584	qmax=float(self.qmax_x),
	2585	enable_smearer=not self.disable_smearer.GetValue(),
	2586	draw=True)
	2587
	2588	self.state.enable_smearer = self.enable_smearer.GetValue()
	2589	self.state.disable_smearer = self.disable_smearer.GetValue()
[33477fd]	2590	self.state.pinhole_smearer = self.pinhole_smearer.GetValue()
	2591	self.state.slit_smearer = self.slit_smearer.GetValue()
	2592
	2593	def on_smear_helper(self, update=False):
	2594	"""
	2595	Help for onSmear
[7609f1a]	2596
[33477fd]	2597	:param update: force or not to update
	2598	"""
	2599	self._get_smear_info()
[7609f1a]	2600	#renew smear sizer
	2601	if self.smear_type != None:
	2602	self.smear_description_smear_type.SetValue(str(self.smear_type))
[308fa87]	2603	self.smear_data_left.SetValue(str(self.dq_l))
	2604	self.smear_data_right.SetValue(str(self.dq_r))
[f72333f]	2605
[7609f1a]	2606	self._hide_all_smear_info()
	2607	data = copy.deepcopy(self.data)
[33477fd]	2608
[7609f1a]	2609	# make sure once more if it is smearer
[2439c4c]	2610	temp_smearer = smear_selection(data, self.model)
[33477fd]	2611	if self.current_smearer != temp_smearer or update:
[2439c4c]	2612	self.current_smearer = temp_smearer
[c77d859]	2613	if self.enable_smearer.GetValue():
[308fa87]	2614	if self.current_smearer == None:
	2615	wx.PostEvent(self._manager.parent,
[075d073]	2616	StatusEvent(status="Data contains no smearing information"))
[c77d859]	2617	else:
[308fa87]	2618	wx.PostEvent(self._manager.parent,
[075d073]	2619	StatusEvent(status="Data contains smearing information"))
[f72333f]	2620
[7609f1a]	2621	self.smear_data_left.Show(True)
	2622	self.smear_data_right.Show(True)
[308fa87]	2623	temp_smearer = self.current_smearer
[7609f1a]	2624	elif self.disable_smearer.GetValue():
	2625	self.smear_description_none.Show(True)
[2439c4c]	2626	elif self.pinhole_smearer.GetValue():
	2627	self.onPinholeSmear(None)
	2628	elif self.slit_smearer.GetValue():
	2629	self.onSlitSmear(None)
[7609f1a]	2630	self._show_smear_sizer()
[f72333f]	2631
[33477fd]	2632	return temp_smearer
	2633
[308fa87]	2634	def on_complete_chisqr(self, event):
[f72333f]	2635	"""
[6ff97c5]	2636	Display result chisqr on the panel
[5062bbf]	2637	:event: activated by fitting/ complete after draw
[f72333f]	2638	"""
	2639	try:
[06aa2eeb]	2640	if event == None:
[308fa87]	2641	output = "-"
[06aa2eeb]	2642	elif not numpy.isfinite(event.output):
[308fa87]	2643	output = "-"
[f72333f]	2644	else:
	2645	output = event.output
[2296316]	2646	self.tcChi.SetValue(str(format_number(output, True)))
[3c44c66]	2647	self.state.tcChi = self.tcChi.GetValue()
[f72333f]	2648	except:
[308fa87]	2649	pass
[c77d859]	2650
[934cfc03]	2651	def get_all_checked_params(self):
	2652	"""
[ac2b835]	2653	Found all parameters current check and add them to list of parameters
	2654	to fit
[934cfc03]	2655	"""
	2656	self.param_toFit = []
	2657	for item in self.parameters:
	2658	if item[0].GetValue() and item not in self.param_toFit:
[940aca7]	2659	if item[0].IsShown():
	2660	self.param_toFit.append(item)
[934cfc03]	2661	for item in self.fittable_param:
	2662	if item[0].GetValue() and item not in self.param_toFit:
[940aca7]	2663	if item[0].IsShown():
	2664	self.param_toFit.append(item)
[308fa87]	2665	self.save_current_state_fit()
[934cfc03]	2666
[308fa87]	2667	event = PageInfoEvent(page=self)
	2668	wx.PostEvent(self.parent, event)
[934cfc03]	2669	param2fit = []
	2670	for item in self.param_toFit:
[940aca7]	2671	if item[0] and item[0].IsShown():
[308fa87]	2672	param2fit.append(item[1])
[ae84427]	2673	self._manager.set_param2fit(self.uid, param2fit)
[934cfc03]	2674
[308fa87]	2675	def select_all_param(self, event):
[c77d859]	2676	"""
[5062bbf]	2677	set to true or false all checkBox given the main checkbox value cb1
[308fa87]	2678	"""
[934cfc03]	2679	self.param_toFit = []
[ac2b835]	2680	if self.parameters != []:
[998b6b8]	2681	if self.cb1.GetValue():
[c77d859]	2682	for item in self.parameters:
[940aca7]	2683	if item[0].IsShown():
	2684	## for data2D select all to fit
	2685	if self.data.__class__.__name__ == "Data2D" or \
	2686	self.enable2D:
[3fef0a8]	2687	item[0].SetValue(True)
[308fa87]	2688	self.param_toFit.append(item)
[940aca7]	2689	else:
	2690	## for 1D all parameters except orientation
	2691	if not item in self.orientation_params:
	2692	item[0].SetValue(True)
	2693	self.param_toFit.append(item)
	2694	else:
	2695	item[0].SetValue(False)
[b324aa9]	2696	#if len(self.fittable_param)>0:
	2697	for item in self.fittable_param:
[940aca7]	2698	if item[0].IsShown():
	2699	if self.data.__class__.__name__ == "Data2D" or \
	2700	self.enable2D:
[3fef0a8]	2701	item[0].SetValue(True)
[308fa87]	2702	self.param_toFit.append(item)
[2296316]	2703	try:
	2704	if len(self.values[item[1]]) > 0:
	2705	item[0].SetValue(False)
	2706	except:
	2707	pass
[940aca7]	2708
	2709	else:
	2710	## for 1D all parameters except orientation
	2711	if not item in self.orientation_params_disp:
	2712	item[0].SetValue(True)
	2713	self.param_toFit.append(item)
	2714	try:
	2715	if len(self.values[item[1]]) > 0:
	2716	item[0].SetValue(False)
	2717	except:
	2718	pass
	2719	else:
	2720	item[0].SetValue(False)
[2296316]	2721
[c77d859]	2722	else:
	2723	for item in self.parameters:
	2724	item[0].SetValue(False)
	2725	for item in self.fittable_param:
	2726	item[0].SetValue(False)
[308fa87]	2727	self.param_toFit = []
[330573d]	2728
[308fa87]	2729	self.save_current_state_fit()
[b324aa9]	2730
[308fa87]	2731	if event != None:
[3a37fe0]	2732	#self._undo.Enable(True)
[3595309d]	2733	## post state to fit panel
[308fa87]	2734	event = PageInfoEvent(page=self)
	2735	wx.PostEvent(self.parent, event)
[1b14795]	2736	param2fit = []
	2737	for item in self.param_toFit:
[940aca7]	2738	if item[0] and item[0].IsShown():
[308fa87]	2739	param2fit.append(item[1])
[1b14795]	2740	self.parent._manager.set_param2fit(self.uid, param2fit)
[cb270ad2]	2741
[ac2b835]	2742	def select_param(self, event):
	2743	"""
[5062bbf]	2744	Select TextCtrl checked for fitting purpose and stores them
	2745	in self.param_toFit=[] list
[c77d859]	2746	"""
[934cfc03]	2747	self.param_toFit = []
[c77d859]	2748	for item in self.parameters:
[edd166b]	2749	#Skip t ifhe angle parameters if 1D data
[ba1f0b2]	2750	if self.data.__class__.__name__ != "Data2D" and\
	2751	not self.enable2D:
[edd166b]	2752	if item in self.orientation_params:
	2753	continue
[c77d859]	2754	#Select parameters to fit for list of primary parameters
[940aca7]	2755	if item[0].GetValue() and item[0].IsShown():
[c77d859]	2756	if not (item in self.param_toFit):
[308fa87]	2757	self.param_toFit.append(item)
[c77d859]	2758	else:
	2759	#remove parameters from the fitting list
	2760	if item in self.param_toFit:
	2761	self.param_toFit.remove(item)
[edd166b]	2762
[308fa87]	2763	#Select parameters to fit for list of fittable parameters
	2764	# with dispersion
[c77d859]	2765	for item in self.fittable_param:
[edd166b]	2766	#Skip t ifhe angle parameters if 1D data
[308fa87]	2767	if self.data.__class__.__name__ != "Data2D" and\
[ba1f0b2]	2768	not self.enable2D:
[edd166b]	2769	if item in self.orientation_params:
	2770	continue
[940aca7]	2771	if item[0].GetValue() and item[0].IsShown():
[c77d859]	2772	if not (item in self.param_toFit):
[308fa87]	2773	self.param_toFit.append(item)
[c77d859]	2774	else:
	2775	#remove parameters from the fitting list
	2776	if item in self.param_toFit:
[edd166b]	2777	self.param_toFit.remove(item)
	2778
[308fa87]	2779	#Calculate num. of angle parameters
	2780	if self.data.__class__.__name__ == "Data2D" or \
[ba1f0b2]	2781	self.enable2D:
[edd166b]	2782	len_orient_para = 0
	2783	else:
[308fa87]	2784	len_orient_para = len(self.orientation_params) # assume even len
[edd166b]	2785	#Total num. of angle parameters
	2786	if len(self.fittable_param) > 0:
	2787	len_orient_para *= 2
[308fa87]	2788	#Set the value of checkbox that selected every checkbox or not
[ac2b835]	2789	if len(self.parameters) + len(self.fittable_param) - len_orient_para \
	2790	== len(self.param_toFit):
[c77d859]	2791	self.cb1.SetValue(True)
	2792	else:
	2793	self.cb1.SetValue(False)
[934cfc03]	2794
[52cac46]	2795	self.save_current_state_fit()
[308fa87]	2796	if event != None:
[3595309d]	2797	## post state to fit panel
[308fa87]	2798	event = PageInfoEvent(page=self)
	2799	wx.PostEvent(self.parent, event)
[1b14795]	2800
	2801	param2fit = []
	2802	for item in self.param_toFit:
[940aca7]	2803	if item[0] and item[0].IsShown():
[308fa87]	2804	param2fit.append(item[1])
[ae84427]	2805	self._manager.set_param2fit(self.uid, param2fit)
[1b14795]	2806
[77e23a2]	2807	def set_model_param_sizer(self, model):
[c77d859]	2808	"""
[5062bbf]	2809	Build the panel from the model content
	2810
	2811	:param model: the model selected in combo box for fitting purpose
	2812
[c77d859]	2813	"""
	2814	self.sizer3.Clear(True)
	2815	self.parameters = []
[fb59ed9]	2816	self.str_parameters = []
[308fa87]	2817	self.param_toFit = []
	2818	self.fittable_param = []
	2819	self.fixed_param = []
	2820	self.orientation_params = []
	2821	self.orientation_params_disp = []
[c77d859]	2822
[308fa87]	2823	if model == None:
[c77d859]	2824	self.sizer3.Layout()
[ce92ded]	2825	self.SetupScrolling()
[c77d859]	2826	return
[707436d]	2827	## the panel is drawn using the current value of the fit engine
[ac2b835]	2828	if self.engine_type == None and self._manager != None:
	2829	self.engine_type = self._manager._return_engine_type()
[c99a6c5]	2830
[ac2b835]	2831	box_description = wx.StaticBox(self, -1, str("Model Parameters"))
[c77d859]	2832	boxsizer1 = wx.StaticBoxSizer(box_description, wx.VERTICAL)
[ac2b835]	2833	sizer = wx.GridBagSizer(5, 5)
[c77d859]	2834	## save the current model
	2835	self.model = model
	2836
	2837	keys = self.model.getParamList()
[9e11cf5]	2838
	2839	#list of dispersion parameters
[ac2b835]	2840	self.disp_list = self.model.getDispParamList()
[b421b1a]	2841
[ac2b835]	2842	def custom_compare(a, b):
[db08737]	2843	"""
	2844	Custom compare to order, first by alphabets then second by number.
[ac2b835]	2845	"""
[fb59ed9]	2846	# number at the last digit
[ac2b835]	2847	a_last = a[len(a) - 1]
	2848	b_last = b[len(b) - 1]
[fb59ed9]	2849	# default
[db08737]	2850	num_a = None
	2851	num_b = None
[fb59ed9]	2852	# split the names
	2853	a2 = a.lower().split('_')
	2854	b2 = b.lower().split('_')
	2855	# check length of a2, b2
	2856	len_a2 = len(a2)
	2857	len_b2 = len(b2)
[db08737]	2858	# check if it contains a int number(<10)
[ac2b835]	2859	try:
[db08737]	2860	num_a = int(a_last)
[ac2b835]	2861	except:
	2862	pass
[db08737]	2863	try:
	2864	num_b = int(b_last)
[ac2b835]	2865	except:
	2866	pass
	2867	# Put 'scale' near the top; happens
[fb59ed9]	2868	# when numbered param name exists
	2869	if a == 'scale':
	2870	return -1
[ac2b835]	2871	# both have a number
[db08737]	2872	if num_a != None and num_b != None:
[ac2b835]	2873	if num_a > num_b:
	2874	return -1
[fb59ed9]	2875	# same number
[ac2b835]	2876	elif num_a == num_b:
[fb59ed9]	2877	# different last names
[ac2b835]	2878	if a2[len_a2 - 1] != b2[len_b2 - 1] and num_a != 0:
	2879	return -cmp(a2[len_a2 - 1], b2[len_b2 - 1])
	2880	else:
	2881	return cmp(a, b)
	2882	else:
	2883	return 1
[db08737]	2884	# one of them has a number
[ac2b835]	2885	elif num_a != None:
	2886	return 1
	2887	elif num_b != None:
	2888	return -1
[fb59ed9]	2889	# no numbers
[ac2b835]	2890	else:
	2891	return cmp(a.lower(), b.lower())
[fb59ed9]	2892
[db08737]	2893	keys.sort(custom_compare)
[c77d859]	2894
[6dc9ad8]	2895	iy = 0
[c77d859]	2896	ix = 0
[2f6c260]	2897	select_text = "Select All"
[ac2b835]	2898	self.cb1 = wx.CheckBox(self, -1, str(select_text), (10, 10))
[c77d859]	2899	wx.EVT_CHECKBOX(self, self.cb1.GetId(), self.select_all_param)
[2f6c260]	2900	self.cb1.SetToolTipString("To check/uncheck all the boxes below.")
[ecfcef6]	2901	self.cb1.SetValue(True)
[c77d859]	2902
[075d073]	2903	sizer.Add(self.cb1, (iy, ix), (1, 1), \
[ac2b835]	2904	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
	2905	ix += 1
[f56bf29]	2906	self.text2_2 = wx.StaticText(self, -1, 'Value')
[ac2b835]	2907	sizer.Add(self.text2_2, (iy, ix), (1, 1), \
	2908	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
	2909	ix += 2
[f56bf29]	2910	self.text2_3 = wx.StaticText(self, -1, 'Error')
[ac2b835]	2911	sizer.Add(self.text2_3, (iy, ix), (1, 1), \
	2912	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[3821f64]	2913	if not self.is_mac:
	2914	self.text2_3.Hide()
[ac2b835]	2915	ix += 1
[c77d859]	2916	self.text2_min = wx.StaticText(self, -1, 'Min')
[ac2b835]	2917	sizer.Add(self.text2_min, (iy, ix), (1, 1), \
	2918	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	2919	#self.text2_min.Hide()
[ac2b835]	2920	ix += 1
[c77d859]	2921	self.text2_max = wx.StaticText(self, -1, 'Max')
[ac2b835]	2922	sizer.Add(self.text2_max, (iy, ix), (1, 1), \
	2923	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[2296316]	2924	#self.text2_max.Hide()
[6fdfc8f]	2925	ix += 1
	2926	self.text2_4 = wx.StaticText(self, -1, '[Units]')
[ac2b835]	2927	sizer.Add(self.text2_4, (iy, ix), (1, 1), \
	2928	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[6fdfc8f]	2929	self.text2_4.Hide()
[b421b1a]	2930
[934cfc03]	2931	CHECK_STATE = self.cb1.GetValue()
[c77d859]	2932	for item in keys:
[9e11cf5]	2933
[d7b7156]	2934	if not item in self.disp_list and not item in \
	2935	self.model.orientation_params:
[b421b1a]	2936
	2937	##prepare a spot to store errors
[ac2b835]	2938	if not item in self.model.details:
	2939	self.model.details[item] = ["", None, None]
[b421b1a]	2940
[c77d859]	2941	iy += 1
	2942	ix = 0
[8960479]	2943	if (self.model.__class__ in \
	2944	self.model_list_box["Multi-Functions"] or \
	2945	self.temp_multi_functional)\
	2946	and (item in self.model.non_fittable):
[ac2b835]	2947	non_fittable_name = wx.StaticText(self, -1, item)
	2948	sizer.Add(non_fittable_name, (iy, ix), (1, 1), \
	2949	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 21)
[fb59ed9]	2950	## add parameter value
	2951	ix += 1
[ac2b835]	2952	value = self.model.getParam(item)
[fb59ed9]	2953	if len(self.model.fun_list) > 0:
[ac2b835]	2954	#num = item.split('_')[1][5:7]
	2955	fun_box = wx.ComboBox(self, -1, size=(100, -1),
	2956	style=wx.CB_READONLY, name='%s' % item)
[fb59ed9]	2957	self._set_fun_box_list(fun_box)
	2958	fun_box.SetSelection(0)
[ac2b835]	2959	#self.fun_box.SetToolTipString("A function
[d7b7156]	2960	# describing the interface")
[ac2b835]	2961	wx.EVT_COMBOBOX(fun_box, -1, self._on_fun_box)
[fb59ed9]	2962	else:
[ac2b835]	2963	fun_box = self.ModelTextCtrl(self, -1,
	2964	size=(_BOX_WIDTH, 20),
	2965	style=wx.TE_PROCESS_ENTER, name='%s' % item)
[6721b75]	2966	fun_box.SetToolTipString(\
	2967	"Hit 'Enter' after typing to update the plot.")
[2296316]	2968	fun_box.SetValue(format_number(value, True))
[ac2b835]	2969	sizer.Add(fun_box, (iy, ix), (1, 1), wx.EXPAND)
	2970	self.str_parameters.append([None, item, fun_box,
	2971	None, None, None,
[2296316]	2972	None, None])
[7975f2b]	2973	else:
[fb59ed9]	2974	## add parameters name with checkbox for selecting to fit
[ac2b835]	2975	cb = wx.CheckBox(self, -1, item)
	2976	cb.SetValue(CHECK_STATE)
[2296316]	2977	cb.SetToolTipString(" Check mark to fit.")
[fb59ed9]	2978	#cb.SetValue(True)
	2979	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[dcf29d7]	2980
[ac2b835]	2981	sizer.Add(cb, (iy, ix), (1, 1),
	2982	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[fb59ed9]	2983
	2984	## add parameter value
	2985	ix += 1
[ac2b835]	2986	value = self.model.getParam(item)
	2987	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
[fb59ed9]	2988	style=wx.TE_PROCESS_ENTER)
[6721b75]	2989	ctl1.SetToolTipString(\
	2990	"Hit 'Enter' after typing to update the plot.")
[2296316]	2991	ctl1.SetValue(format_number(value, True))
[ac2b835]	2992	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[fb59ed9]	2993	## text to show error sign
	2994	ix += 1
[ac2b835]	2995	text2 = wx.StaticText(self, -1, '+/-')
	2996	sizer.Add(text2, (iy, ix), (1, 1), \
	2997	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	2998	if not self.is_mac:
[ac2b835]	2999	text2.Hide()
[fb59ed9]	3000	ix += 1
[ac2b835]	3001	ctl2 = wx.TextCtrl(self, -1,
	3002	size=(_BOX_WIDTH / 1.2, 20), style=0)
	3003	sizer.Add(ctl2, (iy, ix), (1, 1),
	3004	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[ce92ded]	3005	if not self.is_mac:
	3006	ctl2.Hide()
[22ae2f7]	3007
[fb59ed9]	3008	ix += 1
[ac2b835]	3009	ctl3 = self.ModelTextCtrl(self, -1,
	3010	size=(_BOX_WIDTH / 1.9, 20),
	3011	style=wx.TE_PROCESS_ENTER,
	3012	text_enter_callback=self._onparamRangeEnter)
[22ae2f7]	3013	min_bound = self.model.details[item][1]
	3014	if min_bound is not None:
	3015	ctl3.SetValue(format_number(min_bound, True))
	3016
[ac2b835]	3017	sizer.Add(ctl3, (iy, ix), (1, 1),
	3018	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[fb59ed9]	3019
	3020	ix += 1
[ac2b835]	3021	ctl4 = self.ModelTextCtrl(self, -1,
	3022	size=(_BOX_WIDTH / 1.9, 20),
	3023	style=wx.TE_PROCESS_ENTER,
	3024	text_enter_callback=self._onparamRangeEnter)
[22ae2f7]	3025	max_bound = self.model.details[item][2]
	3026	if max_bound is not None:
	3027	ctl4.SetValue(format_number(max_bound, True))
[ac2b835]	3028	sizer.Add(ctl4, (iy, ix), (1, 1),
	3029	wx.EXPAND \| wx.FIXED_MINSIZE, 0)
[fb59ed9]	3030
[ac2b835]	3031	ix += 1
[fb59ed9]	3032	# Units
[ac2b835]	3033	if item in self.model.details:
	3034	units = wx.StaticText(self, -1,
[d7b7156]	3035	self.model.details[item][0], style=wx.ALIGN_LEFT)
[fb59ed9]	3036	else:
[ac2b835]	3037	units = wx.StaticText(self, -1, "",
	3038	style=wx.ALIGN_LEFT)
	3039	sizer.Add(units, (iy, ix), (1, 1),
	3040	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[fb59ed9]	3041
[ac2b835]	3042	self.parameters.append([cb, item, ctl1,
	3043	text2, ctl2, ctl3, ctl4, units])
[fb59ed9]	3044
[ac2b835]	3045	iy += 1
	3046	sizer.Add((10, 10), (iy, ix), (1, 1),
	3047	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
[5af5183]	3048
[f20767b]	3049	# type can be either Guassian or Array
[ac2b835]	3050	if len(self.model.dispersion.values()) > 0:
	3051	type = self.model.dispersion.values()[0]["type"]
[5b53a5c]	3052	else:
	3053	type = "Gaussian"
[6dc9ad8]	3054
	3055	iy += 1
	3056	ix = 0
	3057	#Add tile for orientational angle
	3058	for item in keys:
[ac2b835]	3059	if item in self.model.orientation_params:
[6dc9ad8]	3060	orient_angle = wx.StaticText(self, -1, '[For 2D only]:')
[318b5bbb]	3061	mag_on_button = wx.Button(self, -1, "Magnetic ON" )
	3062	mag_on_button.Bind(wx.EVT_BUTTON, self._on_mag_on)
	3063	mag_help_button = wx.Button(self, -1,"Magnetic angles?" )
	3064	mag_help_button.Bind(wx.EVT_BUTTON,self._on_mag_help)
[ac2b835]	3065	sizer.Add(orient_angle, (iy, ix), (1, 1),
	3066	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 15)
[318b5bbb]	3067	iy += 1
	3068	sizer.Add(mag_on_button,(iy, ix ),(1,1),
	3069	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	3070	sizer.Add(mag_help_button,(iy, ix + 1),(1,1),
	3071	wx.LEFT\|wx.EXPAND\|wx.ADJUST_MINSIZE, 15)
	3072
	3073	#handle the magnetic buttons
	3074	if not self._has_magnetic:
	3075	mag_on_button.Show(False)
	3076	elif not self.data.__class__.__name__ == "Data2D":
	3077	mag_on_button.Show(False)
	3078	else:
	3079	mag_on_button.Show(True)
	3080	mag_help_button.Show(False)
	3081	if mag_on_button.IsShown():
	3082	if self.magnetic_on:
	3083	mag_on_button.SetLabel("Magnetic OFF")
	3084	mag_help_button.Show(True)
	3085	else:
	3086	mag_on_button.SetLabel("Magnetic ON")
	3087	mag_help_button.Show(False)
	3088
[ba1f0b2]	3089	if not self.data.__class__.__name__ == "Data2D" and \
	3090	not self.enable2D:
[6dc9ad8]	3091	orient_angle.Hide()
	3092	else:
	3093	orient_angle.Show(True)
	3094	break
[5b53a5c]	3095
[f20767b]	3096	#For Gaussian only
	3097	if type.lower() != "array":
	3098	for item in self.model.orientation_params:
[318b5bbb]	3099	if not self.magnetic_on:
	3100	if item in self.model.magnetic_params:
	3101	continue
[f20767b]	3102	if not item in self.disp_list:
[c13b8cc]	3103	##prepare a spot to store min max
[ac2b835]	3104	if not item in self.model.details:
	3105	self.model.details[item] = ["", None, None]
[c13b8cc]	3106
[f20767b]	3107	iy += 1
	3108	ix = 0
	3109	## add parameters name with checkbox for selecting to fit
[ac2b835]	3110	cb = wx.CheckBox(self, -1, item)
[934cfc03]	3111	cb.SetValue(CHECK_STATE)
[2296316]	3112	cb.SetToolTipString("Check mark to fit")
[f20767b]	3113	wx.EVT_CHECKBOX(self, cb.GetId(), self.select_param)
[ba1f0b2]	3114	if self.data.__class__.__name__ == "Data2D" or \
	3115	self.enable2D:
[6dc9ad8]	3116	cb.Show(True)
[f20767b]	3117	else:
[6dc9ad8]	3118	cb.Hide()
[ac2b835]	3119	sizer.Add(cb, (iy, ix), (1, 1),
	3120	wx.LEFT \| wx.EXPAND \| wx.ADJUST_MINSIZE, 5)
[f20767b]	3121
	3122	## add parameter value
	3123	ix += 1
[ac2b835]	3124	value = self.model.getParam(item)
	3125	ctl1 = self.ModelTextCtrl(self, -1, size=(_BOX_WIDTH, 20),
[f20767b]	3126	style=wx.TE_PROCESS_ENTER)
[6721b75]	3127	ctl1.SetToolTipString(\
	3128	"Hit 'Enter' after typing to update the plot.")
[2296316]	3129	ctl1.SetValue(format_number(value, True))
[ba1f0b2]	3130	if self.data.__class__.__name__ == "Data2D" or \
	3131	self.enable2D:
[c5cd3b9]	3132	ctl1.Show(True)
[f20767b]	3133	else:
[c5cd3b9]	3134	ctl1.Hide()
[ac2b835]	3135	sizer.Add(ctl1, (iy, ix), (1, 1), wx.EXPAND)
[f20767b]	3136	## text to show error sign
	3137	ix += 1
[ac2b835]	3138	text2 = wx.StaticText(self, -1, '+/-')
	3139	sizer.Add(text2, (iy, ix), (1, 1), \
	3140	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	3141
[ac2b835]	3142	text2.Hide()
[f20767b]	3143	ix += 1
[ac2b835]	3144	ctl2 = wx.TextCtrl(self, -1,
	3145	size=(_BOX_WIDTH / 1.2, 20), style=0)
	3146	sizer.Add(ctl2, (iy, ix), (1, 1),
	3147	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[e792aee]	3148
	3149	ctl2.Hide()
[e2f7b92]	3150
[f20767b]	3151	ix += 1
[ac2b835]	3152	ctl3 = self.ModelTextCtrl(self, -1,
	3153	size=(_BOX_WIDTH / 1.8, 20),
[d7b7156]	3154	style=wx.TE_PROCESS_ENTER,
[ac2b835]	3155	text_enter_callback=self._onparamRangeEnter)
[b9405cd]	3156
[ac2b835]	3157	sizer.Add(ctl3, (iy, ix), (1, 1),
	3158	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[f20767b]	3159	ctl3.Hide()
[b324aa9]	3160
[f20767b]	3161	ix += 1
[ac2b835]	3162	ctl4 = self.ModelTextCtrl(self, -1,
	3163	size=(_BOX_WIDTH / 1.8, 20),
	3164	style=wx.TE_PROCESS_ENTER,
	3165	text_enter_callback=self._onparamRangeEnter)
	3166	sizer.Add(ctl4, (iy, ix), (1, 1),
	3167	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[eacf1d66]	3168
[f20767b]	3169	ctl4.Hide()
[edd166b]	3170
[ba1f0b2]	3171	if self.data.__class__.__name__ == "Data2D" or \
[ac2b835]	3172	self.enable2D:
	3173	if self.is_mac:
[1180528]	3174	text2.Show(True)
[ac2b835]	3175	ctl2.Show(True)
[f20767b]	3176	ctl3.Show(True)
	3177	ctl4.Show(True)
[c5cd3b9]	3178
[ac2b835]	3179	ix += 1
[f20767b]	3180	# Units
[ac2b835]	3181	if item in self.model.details:
	3182	units = wx.StaticText(self, -1,
	3183	self.model.details[item][0],
[d7b7156]	3184	style=wx.ALIGN_LEFT)
[7975f2b]	3185	else:
[ac2b835]	3186	units = wx.StaticText(self, -1, "",
	3187	style=wx.ALIGN_LEFT)
[ba1f0b2]	3188	if self.data.__class__.__name__ == "Data2D" or \
	3189	self.enable2D:
[6dc9ad8]	3190	units.Show(True)
[f20767b]	3191	else:
[6dc9ad8]	3192	units.Hide()
[c99a6c5]	3193
[ac2b835]	3194	sizer.Add(units, (iy, ix), (1, 1),
	3195	wx.EXPAND \| wx.ADJUST_MINSIZE, 0)
[7975f2b]	3196
[ac2b835]	3197	self.parameters.append([cb, item, ctl1,
	3198	text2, ctl2, ctl3, ctl4, units])
	3199	self.orientation_params.append([cb, item, ctl1,
	3200	text2, ctl2, ctl3, ctl4, units])
[780d095]	3201
[ac2b835]	3202	iy += 1
[abba643]	3203	box_description.SetForegroundColour(wx.BLUE)
[c77d859]	3204	#Display units text on panel
[ac2b835]	3205	for item in keys:
	3206	if item in self.model.details:
[c77d859]	3207	self.text2_4.Show()
[b324aa9]	3208	#Fill the list of fittable parameters
[934cfc03]	3209	self.get_all_checked_params()
[52cac46]	3210	self.save_current_state_fit()
[240b9966]	3211	boxsizer1.Add(sizer)
[ac2b835]	3212	self.sizer3.Add(boxsizer1, 0, wx.EXPAND \| wx.ALL, 10)
[c77d859]	3213	self.sizer3.Layout()
[330573d]	3214	self.Layout()
[70468a5]	3215
[2296316]	3216	def on_right_down(self, event):
	3217	"""
	3218	Get key stroke event
	3219	"""
	3220	if self.data == None:
	3221	return
	3222	# Figuring out key combo: Cmd for copy, Alt for paste
	3223	if event.AltDown() and event.ShiftDown():
	3224	flag = True
[1b1bbf9]	3225	elif event.AltDown() or event.ShiftDown():
[2296316]	3226	flag = False
[1b1bbf9]	3227	else:
	3228	return
[2296316]	3229	# make event free
	3230	event.Skip()
	3231	# messages depending on the flag
	3232	if not flag:
	3233	infor = 'warning'
	3234	# inform msg to wx
[ae84427]	3235	wx.PostEvent(self._manager.parent,
[ac2b835]	3236	StatusEvent(status=msg, info=infor))
[2296316]	3237
[8b6f489]	3238	def _onModel2D(self, event):
	3239	"""
	3240	toggle view of model from 1D to 2D or 2D from 1D
	3241	"""
[2c60cb69]	3242	if self.model_view.GetLabelText() == "Show 2D":
	3243	self.model_view.SetLabel("Show 1D")
[8b6f489]	3244	self.enable2D = True
[ba1f0b2]	3245
[8b6f489]	3246	else:
[2c60cb69]	3247	self.model_view.SetLabel("Show 2D")
[8b6f489]	3248	self.enable2D = False
[e947cd4]	3249	self.Show(False)
[6ff97c5]	3250	self.create_default_data()
[3fb5e68]	3251	self._manager.store_data(self.uid, data_list=[self.data])
	3252
[ba1f0b2]	3253	self.set_model_param_sizer(self.model)
[ac2b835]	3254	self._set_sizer_dispersion()
	3255	self._set_weight(is_2D=self.enable2D)
[2c60cb69]	3256	self._set_smear_buttons()
[e947cd4]	3257	self.Show(True)
[8247523]	3258	self.SetupScrolling()
[ba1f0b2]	3259	self._draw_model()
	3260
[ac2b835]	3261	self.state.enable2D = copy.deepcopy(self.enable2D)
[2c60cb69]	3262
	3263	def _set_smear_buttons(self):
	3264	"""
[ac2b835]	3265	Set semarer radio buttons
[2c60cb69]	3266	"""
	3267	# more disables for 2D
[ac2b835]	3268	if self.data.__class__.__name__ == "Data2D" or \
[2c60cb69]	3269	self.enable2D:
	3270	self.slit_smearer.Disable()
[ac2b835]	3271	self.pinhole_smearer.Enable(True)
[2c60cb69]	3272	self.default_mask = copy.deepcopy(self.data.mask)
	3273	else:
[ac2b835]	3274	self.slit_smearer.Enable(True)
	3275	self.pinhole_smearer.Enable(True)
[2c60cb69]	3276
	3277
[7609f1a]	3278	class BGTextCtrl(wx.TextCtrl):
	3279	"""
[5062bbf]	3280	Text control used to display outputs.
[ac2b835]	3281	No editing allowed. The background is
[5062bbf]	3282	grayed out. User can't select text.
[7609f1a]	3283	"""
	3284	def __init__(self, args, *kwds):
	3285	wx.TextCtrl.__init__(self, args, *kwds)
	3286	self.SetEditable(False)
[59b8c74]	3287	self.SetBackgroundColour(self.GetParent().parent.GetBackgroundColour())
[7609f1a]	3288
	3289	# Bind to mouse event to avoid text highlighting
	3290	# The event will be skipped once the call-back
	3291	# is called.
	3292	self.Bind(wx.EVT_MOUSE_EVENTS, self._click)
	3293
	3294	def _click(self, event):
	3295	"""
[5062bbf]	3296	Prevent further handling of the mouse event
	3297	by not calling Skip().
[ac2b835]	3298	"""
[7609f1a]	3299	pass

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SasView

source: sasview/src/sas/perspectives/fitting/fitpage.py @ 386ffe1

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